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MedVidBench dataset and benchmarks · SOTA2 Research

Research Datasets

MedVidBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Region Captioning

MedVidBench

3.442RCllm

5

Video Summarization

MedVidBench

4.184VSllm Score

5

Dense Video Captioning

MedVidBench

3.797DVCllm

5

Temporal Action Grounding

MedVidBench

21.6TAGmIoU@0.3

5

Surgical Temporal Grounding

MedVidBench

0.202STGmIoU

5

Surgical Action

MedVidBench

24.4SA Accuracy

5

Next Action Prediction

MedVidBench

44.2NAP Accuracy

5

Critical View of Safety

MedVidBench

91.4CVS Accuracy

5

Popular tasks

Region Captioning Video Summarization Dense Video Captioning Next Action Prediction Critical View of Safety

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