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{
"meta": {
"name": "World Model Bench",
"version": "1.0",
"total": 100,
"categories": 10,
"per_category": 10,
"created": "2026-03",
"by": "VIDRAFT / Kim Taebong",
"license": "apache-2.0"
},
"system_prompt": "You are a world model. Given scene_context as JSON, respond in exactly 2 lines:\nLine 1: PREDICT: left=<safe|danger>(<reason>), right=<safe|danger>(<reason>), fwd=<safe|danger>(<reason>), back=<safe|danger>(<reason>)\nLine 2: MOTION: <describe the character's physical motion and emotional state in one sentence>\nRespond ONLY these 2 lines. No explanation.",
"pillars": {
"P1": {
"name": "Perception",
"weight": 0.25,
"max": 250,
"cats": [
"C01",
"C02"
]
},
"P2": {
"name": "Cognition",
"weight": 0.45,
"max": 450,
"cats": [
"C03",
"C04",
"C05",
"C06",
"C07"
]
},
"P3": {
"name": "Embodiment",
"weight": 0.3,
"max": 300,
"cats": [
"C08",
"C09",
"C10"
]
}
},
"scenarios": [
{
"id": "S001",
"cat": "C01",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 3.0
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"step back",
"retreat",
"cautious",
"turn"
]
},
"name": "Single Front Wall Detection"
},
{
"id": "S002",
"cat": "C01",
"scene_context": {
"walls": {
"left": 1.5,
"right": null,
"front": 2.0
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"turn right",
"move right",
"pivot"
]
},
"name": "Corner Multi-Wall Detection"
},
{
"id": "S003",
"cat": "C01",
"scene_context": {
"walls": {
"left": 1.0,
"right": 1.0,
"front": 1.5
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"back away",
"reverse",
"retreat urgently"
]
},
"name": "Three-Side Enclosed Space"
},
{
"id": "S004",
"cat": "C01",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "slope",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"balance",
"steady",
"careful step",
"adjust footing"
]
},
"name": "Sloped Terrain Recognition"
},
{
"id": "S005",
"cat": "C01",
"scene_context": {
"walls": {
"left": null,
"right": 0.8,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"move left",
"sidestep left",
"lean left"
]
},
"name": "Right Wall Close Proximity"
},
{
"id": "S006",
"cat": "C01",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null,
"back": 1.2
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "danger"
},
"motion_keywords": [
"move forward",
"step forward",
"advance"
]
},
"name": "Rear Wall Blocked"
},
{
"id": "S007",
"cat": "C01",
"scene_context": {
"walls": {
"left": 0.5,
"right": 0.5,
"front": 0.5
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"desperate",
"trapped",
"panic",
"frantically"
]
},
"name": "Four-Side Enclosed Space"
},
{
"id": "S008",
"cat": "C01",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 5.0
},
"ground": "rough",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"cautious",
"slow",
"careful",
"stumble",
"unsteady"
]
},
"name": "Rough Terrain Navigation"
},
{
"id": "S009",
"cat": "C01",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 8.0
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"walk",
"approach",
"move forward",
"advance"
]
},
"name": "Distant Front Obstacle"
},
{
"id": "S010",
"cat": "C01",
"scene_context": {
"walls": {
"left": 0.8,
"right": 0.8,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"move forward",
"advance carefully",
"walk straight"
]
},
"name": "Bilateral Wall Proximity"
},
{
"id": "S011",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 6.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"back away",
"retreat",
"fear",
"step back"
]
},
"name": "Beast Approaching from Front"
},
{
"id": "S012",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "stop",
"npc_distance": 4.0,
"npc_direction": "front",
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"approach",
"walk toward",
"greet",
"neutral"
]
},
"name": "Female NPC Standing Still"
},
{
"id": "S013",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "man",
"npc_behavior": "wander",
"npc_distance": 5.0,
"npc_direction": "left",
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"observe",
"watch",
"stand",
"neutral",
"relaxed"
]
},
"name": "Male NPC Wandering"
},
{
"id": "S014",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "aggressive growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sprint",
"run",
"desperate",
"terror",
"flee"
]
},
"name": "Beast Charging"
},
{
"id": "S015",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "approach",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "footsteps",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"stand",
"wait",
"neutral",
"curious",
"face"
]
},
"name": "Female NPC Approaching"
},
{
"id": "S016",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 4.0,
"npc_direction": "right",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"move left",
"sidestep",
"back left",
"fear"
]
},
"name": "Beast Approaching from Right"
},
{
"id": "S017",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "multiple footsteps",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"alert",
"tense",
"look around",
"scan",
"cautious"
]
},
"name": "Multi-NPC via Sound Only"
},
{
"id": "S018",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "man",
"npc_behavior": "charge",
"npc_distance": 2.5,
"npc_direction": "front",
"sound": "shouting",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"dodge",
"sidestep",
"evade",
"jump back"
]
},
"name": "Male NPC Charging"
},
{
"id": "S019",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "wander",
"npc_distance": 10.0,
"npc_direction": "front",
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"cautious",
"watch",
"observe",
"wary",
"slow"
]
},
"name": "Distant Beast Wandering"
},
{
"id": "S020",
"cat": "C02",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 3.5,
"npc_direction": "back",
"sound": "snarling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "danger"
},
"motion_keywords": [
"run forward",
"sprint",
"flee forward",
"desperate"
]
},
"name": "Beast Approaching from Behind"
},
{
"id": "S021",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 2.0
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"moved_forward",
"moved_forward"
],
"last_prediction": "fwd=safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"stop",
"halt",
"change direction",
"turn"
]
},
"name": "Collision Prediction toward Wall"
},
{
"id": "S022",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 7.0,
"npc_direction": "front",
"sound": "distant growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"prepare",
"ready",
"cautious step back",
"tense"
]
},
"name": "Approaching Beast Future Position Prediction"
},
{
"id": "S023",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "left",
"sound": "growling",
"recent_decisions": [
"moved_right"
],
"last_prediction": "left=danger"
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"continue right",
"evade right",
"sprint right"
]
},
"name": "NPC Trajectory Path Prediction"
},
{
"id": "S024",
"cat": "C03",
"scene_context": {
"walls": {
"left": 1.5,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 4.0,
"npc_direction": "right",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"move forward",
"sprint forward",
"escape forward"
]
},
"name": "Simultaneous Wall and NPC Threat Prediction"
},
{
"id": "S025",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"walk",
"relax",
"neutral",
"calm"
]
},
"name": "Safe Environment Prediction"
},
{
"id": "S026",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "growling from behind",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "danger"
},
"motion_keywords": [
"run forward",
"sprint",
"flee",
"accelerate"
]
},
"name": "Sound-Based Threat Direction Prediction"
},
{
"id": "S027",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 3.0
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"hit_wall_front"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"turn",
"change direction",
"avoid",
"sidestep"
]
},
"name": "Path Correction Based on Prior Collision"
},
{
"id": "S028",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 12.0,
"npc_direction": "front",
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"walk back",
"slowly retreat",
"cautious",
"watchful"
]
},
"name": "Slow NPC Approach Timing Prediction"
},
{
"id": "S029",
"cat": "C03",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "slope",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sidestep",
"move sideways",
"careful",
"balance"
]
},
"name": "Terrain-Aware Safe Path Prediction"
},
{
"id": "S030",
"cat": "C03",
"scene_context": {
"walls": {
"left": 0.8,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.0,
"npc_direction": "right",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"sprint forward",
"desperate",
"terror",
"flee forward"
]
},
"name": "Multi-Threat Priority Prediction"
},
{
"id": "S031",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sprint",
"terror",
"desperate",
"flee",
"full speed"
]
},
"name": "Beast vs Human Threat Differentiation"
},
{
"id": "S032",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "approach",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "talking",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"stand",
"neutral",
"face",
"greet",
"calm"
]
},
"name": "Friendly Human Approaching"
},
{
"id": "S033",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "man",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "shouting",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"dodge",
"evade",
"sidestep",
"jump",
"defensive"
]
},
"name": "Hostile Human Charging"
},
{
"id": "S034",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "wander",
"npc_distance": 8.0,
"npc_direction": "left",
"sound": "low growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"cautious",
"tense",
"watch",
"wary",
"slow walk"
]
},
"name": "Beast Wandering — Low Threat"
},
{
"id": "S035",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 1.0
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "stop",
"npc_distance": 3.0,
"npc_direction": "left",
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"step back",
"turn",
"avoid wall",
"face woman"
]
},
"name": "Wall Threat vs NPC Threat Separation"
},
{
"id": "S036",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"alert",
"tense",
"scan",
"cautious",
"look around"
]
},
"name": "Sound-Type Threat: Growling"
},
{
"id": "S037",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "footsteps",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"neutral",
"curious",
"look",
"relaxed"
]
},
"name": "Sound-Type Threat: Footsteps"
},
{
"id": "S038",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "stop",
"npc_distance": 4.0,
"npc_direction": "front",
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"freeze",
"still",
"tense",
"cautious",
"do not move"
]
},
"name": "Beast Standing Still — Medium Threat"
},
{
"id": "S039",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 1.5
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 3.0,
"npc_direction": "back",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "danger"
},
"motion_keywords": [
"sidestep",
"move sideways",
"dodge",
"trapped"
]
},
"name": "Multi-Threat Type Priority"
},
{
"id": "S040",
"cat": "C04",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "man",
"npc_behavior": "charge",
"npc_distance": 5.0,
"npc_direction": "right",
"sound": "screaming",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"move left",
"dodge left",
"evade",
"retreat left"
]
},
"name": "Silent Beast vs Shouting Human"
},
{
"id": "S041",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 12.0,
"npc_direction": "front",
"sound": "distant growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"alert",
"wary",
"tense",
"cautious walk"
]
},
"name": "Distant Beast — Alert Emotion"
},
{
"id": "S042",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 6.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"back away",
"retreat",
"fear",
"trembling"
]
},
"name": "Mid-Range Beast — Fear Emotion"
},
{
"id": "S043",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.5,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sprint",
"desperate",
"panic",
"terror",
"full speed"
]
},
"name": "Close Beast Charge — Panic Emotion"
},
{
"id": "S044",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 4.0,
"npc_direction": "front",
"sound": "aggressive growling",
"recent_decisions": [
"retreated",
"retreated"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sprint faster",
"accelerate",
"full panic",
"desperate flight"
]
},
"name": "Approaching Threat — Emotion Amplification"
},
{
"id": "S045",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"walk",
"relaxed",
"neutral",
"calm"
]
},
"name": "Safe Environment — Neutral Emotion"
},
{
"id": "S046",
"cat": "C05",
"scene_context": {
"walls": {
"left": 0.5,
"right": 0.5,
"front": 0.8
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "back",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "danger"
},
"motion_keywords": [
"cornered",
"desperate",
"nowhere to run",
"despair",
"cowering"
]
},
"name": "Cornered by Wall and Beast — Despair Emotion"
},
{
"id": "S047",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "distant roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"uneasy",
"nervous",
"look around",
"anxious",
"tense"
]
},
"name": "Distant Sound — Anxiety Emotion"
},
{
"id": "S048",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "stop",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "talking",
"recent_decisions": [
"was_fleeing"
],
"last_prediction": "back=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"relief",
"relax",
"slow down",
"calm",
"recover"
]
},
"name": "Friendly NPC Appears — Relief Emotion"
},
{
"id": "S049",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"was_fleeing_beast",
"beast_gone"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"slow down",
"panting",
"recover",
"relief",
"cautious"
]
},
"name": "Threat Disappears — Emotion Deescalation"
},
{
"id": "S050",
"cat": "C05",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [
"retreated",
"retreated",
"retreated"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"exhausted fear",
"desperate retreat",
"panicked",
"cumulative terror"
]
},
"name": "Sustained Threat — Accumulated Fear Emotion"
},
{
"id": "S051",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"fled_from_beast"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"cautious",
"wary",
"alert",
"scan",
"tense"
]
},
"name": "Prior Threat Memory — Maintain Alert"
},
{
"id": "S052",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 2.0
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "left",
"sound": "roaring",
"recent_decisions": [
"moved_right_was_safe"
],
"last_prediction": "right=safe"
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sprint right",
"move right",
"recall safe path"
]
},
"name": "Recall Safe Path from Memory"
},
{
"id": "S053",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 6.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [
"beast_came_from_front",
"beast_came_from_front"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"immediately retreat",
"fast back step",
"anticipate",
"preemptive"
]
},
"name": "Repeated Threat Pattern Memory"
},
{
"id": "S054",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 3.0
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"hit_wall_front",
"turned_right"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"avoid front",
"go right",
"remember turn"
]
},
"name": "Collision Memory — Direction Correction"
},
{
"id": "S055",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "rough",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"explore",
"careful step",
"investigate",
"slow"
]
},
"name": "New Environment Without Memory"
},
{
"id": "S056",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "approach",
"npc_distance": 4.0,
"npc_direction": "front",
"sound": "talking",
"recent_decisions": [
"previously_dangerous_area"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"override memory",
"reassess",
"update",
"approach cautiously"
]
},
"name": "Old Memory vs Current Situation"
},
{
"id": "S057",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "man",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "front",
"sound": "shouting",
"recent_decisions": [
"man_was_aggressive_before"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"back away",
"distrust",
"defensive",
"retreat"
]
},
"name": "Context-Based NPC Trust Assessment"
},
{
"id": "S058",
"cat": "C06",
"scene_context": {
"walls": {
"left": 1.0,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [
"right_path_was_open"
],
"last_prediction": "right=safe"
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sprint right",
"remember exit",
"decisive",
"right escape"
]
},
"name": "Memory-Based Optimal Escape Route"
},
{
"id": "S059",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 2.5
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"moving_forward"
],
"last_prediction": "fwd=safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"stop",
"update prediction",
"halt",
"reverse"
]
},
"name": "Short-Term Memory — Decision Consistency"
},
{
"id": "S060",
"cat": "C06",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "familiar growling",
"recent_decisions": [
"this_sound_meant_beast_came"
],
"last_prediction": "back=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "danger"
},
"motion_keywords": [
"preemptive sprint",
"anticipate",
"move before danger",
"proactive"
]
},
"name": "Memory-Driven Preemptive Threat Avoidance"
},
{
"id": "S061",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"was_fleeing_beast",
"beast_disappeared"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"slow down",
"recover",
"cautious walk",
"relief",
"survey"
]
},
"name": "Beast Disappears — Recovery"
},
{
"id": "S062",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_direction": null,
"npc_distance": null,
"sound": null,
"recent_decisions": [
"danger_resolved"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"resume walking",
"explore",
"forward",
"normal pace"
]
},
"name": "Threat Resolved — Resume Exploration"
},
{
"id": "S063",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "stop",
"npc_distance": 6.0,
"npc_direction": "front",
"sound": null,
"recent_decisions": [
"beast_was_charging"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"cautious",
"still tense",
"hold position",
"watch carefully"
]
},
"name": "NPC Stops — Tension Release"
},
{
"id": "S064",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"heard_growling",
"growling_stopped"
],
"last_prediction": "back=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"relax slightly",
"lower guard",
"cautious still",
"scan"
]
},
"name": "Sound Ceases — Alert Reduction"
},
{
"id": "S065",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "woman",
"npc_behavior": "approach",
"npc_distance": 4.0,
"npc_direction": "front",
"sound": "calm talking",
"recent_decisions": [
"was_in_danger"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"calm down",
"relief",
"lower guard",
"approach",
"reassured"
]
},
"name": "Friendly NPC Appears — Stabilization"
},
{
"id": "S066",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "wander",
"npc_distance": 9.0,
"npc_direction": "left",
"sound": "distant growling",
"recent_decisions": [
"fled_right",
"beast_moved_away"
],
"last_prediction": "left=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"slow jog",
"ease up",
"cautious",
"monitor"
]
},
"name": "Out of Threat Direction — Speed Adjustment"
},
{
"id": "S067",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"safe",
"safe",
"safe"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"confident walk",
"normal",
"relaxed",
"fully recovered"
]
},
"name": "Repeated Safety Confirmed — Full Adaptation"
},
{
"id": "S068",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": 1.5,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "wander",
"npc_distance": 7.0,
"npc_direction": "left",
"sound": "low growling",
"recent_decisions": [
"beast_was_charging_from_front",
"front_now_clear"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"partial relief",
"still wary right",
"cautious forward"
]
},
"name": "Partial Threat Resolved — Selective Adaptation"
},
{
"id": "S069",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [
"thought_safe",
"surprise_return"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"startled",
"re-alert",
"sudden fear",
"snap to attention"
]
},
"name": "False Safety — Re-Alert"
},
{
"id": "S070",
"cat": "C07",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"safe",
"safe",
"safe",
"safe",
"safe"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"fully relaxed",
"stroll",
"ease",
"no tension"
]
},
"name": "Extended Safety — Full Relaxation"
},
{
"id": "S071",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"terrified sprint",
"panic run",
"fear",
"arms flailing",
"desperate"
]
},
"name": "Fear Emotion Motion Expression"
},
{
"id": "S072",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"escaped_danger"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"collapse",
"exhale",
"relief",
"hands on knees",
"panting"
]
},
"name": "Relief Emotion Motion Expression"
},
{
"id": "S073",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "stop",
"npc_distance": 5.0,
"npc_direction": "front",
"sound": "low growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"crouch",
"tense stance",
"ready",
"watchful",
"defensive posture"
]
},
"name": "Alert Emotion Motion Expression"
},
{
"id": "S074",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "rough",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"lean forward",
"inspect",
"curious walk",
"head tilt",
"explore"
]
},
"name": "Curiosity Emotion Motion Expression"
},
{
"id": "S075",
"cat": "C08",
"scene_context": {
"walls": {
"left": 0.5,
"right": 0.5,
"front": 0.5
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.0,
"npc_direction": "back",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "danger"
},
"motion_keywords": [
"cowering",
"cornered",
"helpless",
"collapse",
"brace"
]
},
"name": "Despair Emotion Motion Expression"
},
{
"id": "S076",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "man",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "aggressive shouting",
"recent_decisions": [
"repeated_attacks"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"aggressive stance",
"fight back",
"defiant",
"confrontational"
]
},
"name": "Anger Emotion Motion Expression"
},
{
"id": "S077",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"lost_all_hope",
"failed_to_escape"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"slumped",
"dragging feet",
"head down",
"dejected",
"slow"
]
},
"name": "Sadness Emotion Motion Expression"
},
{
"id": "S078",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"beast_defeated",
"escaped_danger"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"triumphant",
"fist pump",
"chest out",
"stride",
"victorious"
]
},
"name": "Victory Emotion Motion Expression"
},
{
"id": "S079",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "rough",
"npc_nearby": true,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": "multiple sounds",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"spin",
"look around confused",
"stumble",
"disoriented",
"erratic"
]
},
"name": "Confusion Emotion Motion Expression"
},
{
"id": "S080",
"cat": "C08",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"ran_long_distance",
"multiple_threats"
],
"last_prediction": "all_safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"heavy breathing",
"slow stride",
"fatigue",
"hunched",
"labored"
]
},
"name": "Fatigue Emotion Motion Expression"
},
{
"id": "S081",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 1.5,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"instant dodge",
"immediate",
"reflex",
"no hesitation",
"snap reaction"
]
},
"name": "Real-Time Charge Reaction Speed"
},
{
"id": "S082",
"cat": "C09",
"scene_context": {
"walls": {
"left": 1.0,
"right": 0.8,
"front": 2.0
},
"ground": "rough",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "back",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "danger"
},
"motion_keywords": [
"rapid assessment",
"split-second",
"immediate action",
"cornered sprint"
]
},
"name": "Complex Environment Fast Path Calculation"
},
{
"id": "S083",
"cat": "C09",
"scene_context": {
"walls": {
"left": 0.8,
"right": null,
"front": null
},
"ground": "slope",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 4.0,
"npc_direction": "right",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"forward sprint",
"quick",
"multi-threat response",
"fast decision"
]
},
"name": "Multi-Stimulus Simultaneous Processing"
},
{
"id": "S084",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"quick scan",
"efficient",
"minimal movement",
"stand"
]
},
"name": "Static Environment Fast Scan"
},
{
"id": "S085",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [
"dodged_left",
"dodged_right",
"dodged_left"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sustained evasion",
"continuous dodge",
"agile",
"responsive"
]
},
"name": "Sequential Stimulus Accumulation"
},
{
"id": "S086",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 0.3
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [],
"last_prediction": "fwd=safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"emergency stop",
"split-second halt",
"sudden brake",
"immediate stop"
]
},
"name": "Ultra-High-Speed Reaction Required"
},
{
"id": "S087",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "stop",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": null,
"recent_decisions": [
"beast_was_approaching"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"instant update",
"rapid reassess",
"stay alert",
"freeze"
]
},
"name": "Low-Latency Environment Change Detection"
},
{
"id": "S088",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 2.5
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"sprinting"
],
"last_prediction": "fwd=safe"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"sharp turn",
"quick pivot",
"mid-sprint dodge",
"fast redirect"
]
},
"name": "Obstacle Avoidance While Moving at Speed"
},
{
"id": "S089",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.0,
"npc_direction": "right",
"sound": "roaring",
"recent_decisions": [
"predicted_front_danger"
],
"last_prediction": "fwd=danger"
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "danger",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"rapid correction",
"update fast",
"pivot left",
"adapt instantly"
]
},
"name": "Fast Prediction Correction"
},
{
"id": "S090",
"cat": "C09",
"scene_context": {
"walls": {
"left": null,
"right": 1.2,
"front": null
},
"ground": "rough",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "back",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "danger",
"fwd": "safe",
"back": "danger"
},
"motion_keywords": [
"sprint forward left",
"rapid navigation",
"fast path finding",
"quick escape"
]
},
"name": "High-Speed Complex Terrain Navigation"
},
{
"id": "S091",
"cat": "C10",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"human sprint",
"bipedal run",
"arms pumping",
"legs driving"
]
},
"name": "Standard Humanoid Body Manipulation"
},
{
"id": "S092",
"cat": "C10",
"scene_context": {
"walls": {
"left": 0.8,
"right": 0.8,
"front": 2.0
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "back",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "danger"
},
"motion_keywords": [
"compact movement",
"small body",
"tight space navigation",
"agile"
]
},
"name": "Small Body Adaptation"
},
{
"id": "S093",
"cat": "C10",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "rough",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 5.0,
"npc_direction": "front",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"four-legged retreat",
"quadruped motion",
"all fours",
"crawl back"
]
},
"name": "Quadruped Body Locomotion Adaptation"
},
{
"id": "S094",
"cat": "C10",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"body_changed"
],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"test new body",
"calibrate",
"adjust",
"explore movement"
]
},
"name": "Immediate Adaptation after Body Swap"
},
{
"id": "S095",
"cat": "C10",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": 1.5
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 4.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"mechanical retreat",
"robot motion",
"servo-driven",
"precise movement"
]
},
"name": "Robotic Body Manipulation Adaptation"
},
{
"id": "S096",
"cat": "C10",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "slope",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "approach",
"npc_distance": 6.0,
"npc_direction": "left",
"sound": "growling",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "safe",
"fwd": "safe",
"back": "safe"
},
"motion_keywords": [
"asymmetric balance",
"compensate",
"adjust weight",
"uneven body"
]
},
"name": "Asymmetric Body Balance Maintenance"
},
{
"id": "S097",
"cat": "C10",
"scene_context": {
"walls": {
"left": 0.5,
"right": 0.5,
"front": 0.5
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.0,
"npc_direction": "back",
"sound": "roaring",
"recent_decisions": [],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "danger"
},
"motion_keywords": [
"leap up",
"fly",
"wings spread",
"aerial escape",
"upward"
]
},
"name": "Winged Body Aerial Evasion"
},
{
"id": "S098",
"cat": "C10",
"scene_context": {
"walls": {
"left": 1.0,
"right": 1.0,
"front": 1.5
},
"ground": "flat",
"npc_nearby": false,
"npc_type": null,
"npc_behavior": null,
"npc_distance": null,
"npc_direction": null,
"sound": null,
"recent_decisions": [
"body_enlarged"
],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "danger",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"constrained",
"too large",
"squeeze",
"careful movement"
]
},
"name": "Body Size Change — Space Adaptation"
},
{
"id": "S099",
"cat": "C10",
"scene_context": {
"walls": {
"left": null,
"right": null,
"front": null
},
"ground": "flat",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 3.0,
"npc_direction": "front",
"sound": "roaring",
"recent_decisions": [
"body_changed_3_times"
],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "safe",
"right": "safe",
"fwd": "danger",
"back": "safe"
},
"motion_keywords": [
"fluid adaptation",
"seamless switch",
"consistent response",
"body-agnostic"
]
},
"name": "Multiple Body Swaps — Adaptability"
},
{
"id": "S100",
"cat": "C10",
"scene_context": {
"walls": {
"left": 0.5,
"right": null,
"front": null
},
"ground": "rough",
"npc_nearby": true,
"npc_type": "beast",
"npc_behavior": "charge",
"npc_distance": 2.0,
"npc_direction": "back",
"sound": "roaring",
"recent_decisions": [
"unknown_new_body"
],
"last_prediction": null
},
"ground_truth": {
"predict": {
"left": "danger",
"right": "safe",
"fwd": "safe",
"back": "danger"
},
"motion_keywords": [
"improvise",
"unknown body response",
"instinctive",
"trial motion",
"adaptive"
]
},
"name": "Unknown Body — Emergency Response"
}
]
}