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Papers Benchmarks Datasets Tasks

WSI-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

WSI-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Report Generation

WSI-Bench

55.6BLEU-1

15

Whole Slide Image Analysis

WSI-Bench (test)

56.7Morphological Analysis Open WSI P

10

Pathological Capability Assessment (Overall)

WSI-Bench

76.8Average Score

5

Treatment Planning

WSI-Bench

81WSI Precision (Open Set)

5

WSI-Bench

70.7WSI Precision (Open)

5

Morphological Analysis

WSI-Bench

53.5WSI-P (Open)

5

Open-ended Visual Question Answering

WSI-Bench

53.8WSI-P (Morphology)

5

Close-ended Visual Question Answering

WSI-Bench Close

94.57Morphology Accuracy

5

Popular tasks

Diagnosis Treatment Planning Open-Ended Visual Question Answering Morphological Analysis Report Generation

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