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ResearchFormerly WizWand

Video Question Answering on LONGVIDEOBENCH Medium

56.1AccuracyGPT-4O + VSI
34.15639.85345.5551.247Aug 9, 2025
Updated 6mo ago

Evaluation results

MethodLinks
GPT-4O + VSISearching Modality=Multimodal, Frame=82025.0856.1
GPT-4O + VSISearching Modality=Multimodal, Frame=322025.0853.9
GPT-4O + TstarSearching Modality=Unimodal, Frame=82025.0852.9
GPT-4O + TstarSearching Modality=Unimodal, Frame=322025.0852.5
GPT-4O + VSLSSearching Modality=Unimodal, Frame=82025.0852.2
GPT-4OSearching Modality=N/A, Frame=322025.0851.9
GPT-4O + VSLSSearching Modality=Unimodal, Frame=322025.0850.7
GPT-4OSearching Modality=N/A, Frame=82025.0850.5
LLaVA-Video-7B-Qwen2Searching Modality=N/A, Frame=322025.0845.3
LLaVA-Video-7B-Qwen2+VSISearching Modality=Multimodal, Frame=322025.0845.3
QWEN2.5-VL-7B-INSTRUCT+VSISearching Modality=Multimodal, Frame=82025.0845.1
QWEN2.5-VL-7B-INSTRUCT+VSISearching Modality=Multimodal, Frame=322025.0844.4
LLaVA-Video-7B-Qwen2+TstarSearching Modality=Unimodal, Frame=82025.0844.1
LLaVA-Video-7B-Qwen2+VSISearching Modality=Multimodal, Frame=82025.0844.1
QWEN2.5-VL-7B-INSTRUCT+TstarSearching Modality=Unimodal, Frame=82025.0843.9
QWEN2.5-VL-7B-INSTRUCT+VSLSSearching Modality=Unimodal, Frame=82025.0843.9
LLaVA-Video-7B-Qwen2+TstarSearching Modality=Unimodal, Frame=322025.0843.9
LLaVA-Video-7B-Qwen2+VSLSSearching Modality=Unimodal, Frame=322025.0843.9
QWEN2.5-VL-7B-INSTRUCTSearching Modality=N/A, Frame=82025.0843.5
QWEN2.5-VL-7B-INSTRUCT+VSLSSearching Modality=Unimodal, Frame=322025.0843.1
QWEN2.5-VL-7B-INSTRUCT+TstarSearching Modality=Unimodal, Frame=322025.0842.9
LLaVA-Video-7B-Qwen2Searching Modality=N/A, Frame=82025.0842.7
LLaVA-Video-7B-Qwen2+VSLSSearching Modality=Unimodal, Frame=82025.0842.4
QWEN2.5-VL-7B-INSTRUCTSearching Modality=N/A, Frame=322025.0835