feat: add physics reasoning benchmarks (PhysBench, ContPhy, PhysGame, PhysicsRW, PhysReason)#1272
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feat: add physics reasoning benchmarks (PhysBench, ContPhy, PhysGame, PhysicsRW, PhysReason)#1272
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… PhysicsRW, PhysReason) Add five physics reasoning benchmarks: - PhysBench: multi-domain physics reasoning (ICLR 2025) - ContPhy: continuum physics understanding from videos (ICML 2024) - PhysGame: physics understanding from game environments - PhysicsRW: real-world physics scenarios - PhysReason: physics reasoning with mini split Also adds shared MCQ answer extraction utility used by PhysBench.
3 tasks
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Summary
mcq_extract.py) for robust multiple-choice parsingBenchmarks
New shared utility
_task_utils/mcq_extract.py: Robust MCQ answer extraction supporting 10+ answer formats with priority ranking (parentheses, periods, colons, natural language phrases, positional fallbacks)Test plan
lmms-eval --tasks list | grep phys