GameBind benchmark data (synthetic full; real/ALFRED metadata only)

README.md

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+---
+license: cc-by-4.0
+task_categories:
+- visual-question-answering
+language:
+- en
+tags:
+- vision-language
+- compositionality
+- action-object-binding
+- benchmark
+pretty_name: GameBind
+size_categories:
+- 1K<n<10K
+---
+
+# GameBind
+
+Data for **GameBind**, a controlled benchmark that measures whether a vision-language
+model binds an action to the correct object. It separates three abilities a single
+accuracy number blends together: recognizing the object, recognizing the action, and
+binding the action to the correct object, and reports the binding-gap diagnostic
+`min(Acc_object, Acc_action) - Acc_binding`.
+
+This is an anonymous release accompanying a paper under review.
+
+## Subsets
+
+- **gamebind/** — main 2D release: 1000 procedurally generated BabyAI- and
+  Crafter-style clips, 9668 questions. Includes the rendered keyframes and clips we
+  generated, plus `clips.json`, `qa.json`, `summary.json`.
+- **gamebind_difficulty/** — distractor-count sweep (single keyframe), matched
+  multiple-choice probes.
+- **gamebind_difficulty_video/** — the same sweep rendered as short videos, so the
+  action is depicted.
+- **gamebind_real/** — real-photograph probe built from V-COCO human-object
+  interactions. **Metadata only** (`clips.json`, `qa.json`): each clip references a
+  COCO 2014 `image_id`. Fetch the images from COCO
+  (`http://images.cocodataset.org/val2014/COCO_val2014_{image_id:012d}.jpg`); they are
+  not redistributed here.
+- **gamebind_alfred/** — ALFRED 3D keyframe pilot. **Metadata only**: images come
+  from the ALFRED dataset and are not redistributed here.
+
+## Question format
+
+Each entry in `qa.json` has a `qa_type` (`object`, `action`, `binding`, `object_mc`,
+`action_mc`, `binding_mc`, `minimal_pair`, `distractor`, `perception`), the question,
+the gold `answer`, and (for multiple choice) the `choices`. Clips in `clips.json`
+carry the domain, action, object, distractors, and frame or video paths.
+
+## Licensing and attribution
+
+The GameBind annotations and the synthetic BabyAI/Crafter-style renders in this
+repository are released under CC-BY-4.0. The `gamebind_real` subset contains only
+annotations that reference COCO images (via V-COCO); the COCO photographs themselves
+are not included and remain under their original licenses. The `gamebind_alfred`
+subset contains only metadata derived from the ALFRED dataset. Please cite COCO,
+V-COCO, and ALFRED if you use those subsets.