FineBench is a large-scale human-centric VQA benchmark exposing weaknesses in open VLMs for fine-grained activity understanding, with FineAgent providing a practical enhancement method.
Next-qa: Next phase of question-answering to explaining temporal actions
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FineBench: Benchmarking and Enhancing Vision-Language Models for Fine-grained Human Activity Understanding
FineBench is a large-scale human-centric VQA benchmark exposing weaknesses in open VLMs for fine-grained activity understanding, with FineAgent providing a practical enhancement method.