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Papers Benchmarks Datasets Tasks

VNBench dataset and benchmarks · SOTA2 Research

Research Datasets

VNBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Video Question Answering

VNBench

77.88Accuracy

23

Long-video understanding

VNBench

91.33Retrieval E Accuracy

21

Needle In A Haystack (NIAH) video scenario

VNBench 4-try circular evaluation

66.7Overall NIAH Score

7

Long video understanding

VNBench (test)

0.827Retrieval Score

7

Video Understanding

VNBench (val)

66.7Accuracy

6

Popular tasks

Long Video Understanding Video Question Answering Video Understanding Needle In A Haystack (NIAH) video scenario

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