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"benchmark": "TAVR cross-scene benchmark",
"description": "158 reference/target video pairs. Each side points to a source video and the clip's time span (seconds) and frame span at the source fps. Clips are drawn from the TalkVid dataset. target_caption is the scene caption used as the text prompt.",
"n_samples": 158,
"samples": [
{
"reference": {
"video_id": "o9KZh8Eopw4",
"video_url": "https://www.youtube.com/watch?v=o9KZh8Eopw4",
"start_time": 261.5694900138422,
"end_time": 266.6111566805089,
"start_frame": 6271,
"end_frame": 6392,
"fps": 23.976028712444112,
"width": 1920,
"height": 1080
},
"target": {
"video_id": "hE6k1t9jE6E",
"video_url": "https://www.youtube.com/watch?v=hE6k1t9jE6E",
"start_time": 289.9312777511388,
"end_time": 294.9729444178055,
"start_frame": 6951,
"end_frame": 7072,
"fps": 23.97601823350032,
"width": 1920,
"height": 1080
},
"target_caption": "A medium close-up shot frames a blonde woman in a brightly lit, modern kitchen and living area. She wears a red and white tank top, her long, wavy hair cascading over her shoulders. She holds a smartphone in her left hand, initially looking down at the screen with her mouth slightly open as if speaking or reacting. The background features white kitchen cabinets, a coffee machine, and a glimpse of a living room with a window and a dark couch, all bathed in soft, natural daylight. As she speaks, her eyes widen, and she shifts her gaze directly towards the viewer, conveying an engaged and thoughtful expression. Her subtle head movements and direct eye contact create a sense of personal address. The scene maintains a realistic and cinematic aesthetic, capturing a candid, conversational moment."
},
{
"reference": {
"video_id": "nkmHqs1I_z0",
"video_url": "https://www.youtube.com/watch?v=nkmHqs1I_z0",
"start_time": 336.34,
"end_time": 341.38166666666666,
"start_frame": 8408,
"end_frame": 8535,
"fps": 25.0,
"width": 1920,
"height": 1080
},
"target": {
"video_id": "_g5roKHj95o",
"video_url": "https://www.youtube.com/watch?v=_g5roKHj95o",
"start_time": 242.57999999999998,
"end_time": 247.62166666666664,
"start_frame": 6064,
"end_frame": 6191,
"fps": 25.0,
"width": 1920,
"height": 1080
},
"target_caption": "A young man with short dark hair and a dark grey t-shirt sits centrally at a desk, facing the camera in a medium close-up shot. He is positioned against a modern, well-lit office or study background, featuring a wooden shelving unit filled with books, binders, and various office supplies, including a white printer on the left and a stack of blue binders on the right. The lighting is bright and even, casting soft illumination on his face and the environment, suggesting a daytime setting. He speaks directly to the viewer, his mouth moving articulately, and he uses subtle hand gestures to emphasize his points. His expression is calm and focused, conveying an informative and engaging tone. The overall aesthetic is realistic and cinematic, with clear details and a professional presentation."
},
{
"reference": {
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