feat: add VBench video generation evaluation benchmark#1271
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feat: add VBench video generation evaluation benchmark#1271
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Add VBench and VBench 2.0 benchmark suites for comprehensive video generation evaluation. Covers 40+ task variants including subject/background consistency, motion quality, spatial relationships, aesthetic quality, human action/anatomy preservation, dynamic attributes, and more. References: - VBench: https://arxiv.org/abs/2311.17982 - VBench 2.0: https://arxiv.org/abs/2503.21755
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Summary
build_dataset.pyfor dataset preparation from VBench promptsReferences
Task list
vbench(group): VBench 1.0 tasks (15 variants)vbench2(group): VBench 2.0 tasks (13 variants)vbench_all: Combined VBench 1.0 + 2.0Test plan
lmms-eval --tasks list | grep vbench