{ "examples": 896, "source_video_count": 461, "qa_video_count": 461, "source_hashes": { "/home/jovyan/data-1/jusang/superdyn/motion_audit/outputs/temporal_geometry_fullscope/qa/final/qa.json": "4ed3eb2356fb055c6a5fdad1ba89ab233af2941dd343c4cbffe9f7bd9bb503ce" }, "presentation": "All nine measurement RGB frames as ordered images, with frame labels and requested target contours only.", "targets": "Original QA A/B mapping retained; model receives only visual marks and original question/descriptions.", "excluded_from_model_input": [ "reference answer", "answer index", "depth", "camera pose", "geometry evidence", "threshold-derived metrics" ], "generation": { "do_sample": false, "num_beams": 1, "max_new_tokens": 64 }, "group4_mapping": { "LLL": "LLL", "LLH": "LLH", "HLL": "HLL+LHL+HHL", "LHL": "HLL+LHL+HHL", "HHL": "HLL+LHL+HHL", "HLH": "HLH+LHH+HHH", "LHH": "HLH+LHH+HHH", "HHH": "HLH+LHH+HHH" }, "group4_counts": { "HLH+LHH+HHH": 896 }, "scoring": "Deterministic MCQ matching; invalid/error predictions count as incorrect; denominator 896 per model.", "reference_status": "Provisional model-estimated geometry labels; no human review.", "model_input_policy": "Same marked images, question and option order for all models; native per-model visual preprocessing.", "scope": "Initial evaluation at nine frames; not the papers original benchmark protocol or a 16/32-frame setting.", "jobs": [ { "model": "qwen25vl_3b", "gpu": 0, "shard": 0, "shards": 1 }, { "model": "qwen25vl_7b", "gpu": 1, "shard": 0, "shards": 1 }, { "model": "vgllm_qa_4b", "gpu": 2, "shard": 0, "shards": 1 }, { "model": "vgllm_qa_8b", "gpu": 3, "shard": 0, "shards": 2 }, { "model": "vgllm_qa_8b", "gpu": 4, "shard": 1, "shards": 2 }, { "model": "mllm4d_sft_8b", "gpu": 5, "shard": 0, "shards": 1 }, { "model": "4drgpt_8b", "gpu": 6, "shard": 0, "shards": 1 }, { "model": "dsr_suite_7b", "gpu": 7, "shard": 0, "shards": 1 } ], "created_at": "2026-10-21T09:51:25.961939+00:00", "native_input_packaging": { "default": "nine ordered marked RGB images", "dsr_suite_7b": "Same nine marked RGB frames packaged as a video; native final-frame temporal padding and 32 GSM query tokens. fps=2 is an index encoding convention, not measured seconds." }, "excluded_sources": [ "dynamic_replica", "dynpose-100k", "point_odyssey", "spring" ], "additional_model_source": "https://github.com/TencentARC/DSR_Suite", "selection_rule": "QA audit decision=keep AND group in HLH/LHH/HHH (N=L)", "reused_evaluation": "/home/jovyan/data-1/jusang/superdyn/motion_audit/outputs/temporal_vlm_eval_fullscope" }