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Colon-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

Colon-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Visual Question Answering

Colon-Bench Unprompted

82.5Accuracy

29

Visual Question Answering

Colon-Bench Prompted

78.6Accuracy

29

Video Object Segmentation

Colon-Bench 272 videos (test)

48.3mIoU

20

Open-vocabulary Video Segmentation

Colon-Bench

48.3mIoU

19

Binary lesion classification

Colon-Bench (test)

85.1Accuracy

19

Object Detection

Colon-Bench (272 videos)

50.9Precision

19

Binary Lesion Classification

Colon-Bench

94.2Precision

18

Popular tasks

Visual Question Answering Binary lesion classification Object Detection Video Object Segmentation Open-vocabulary Video Segmentation

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