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WSI-Bench

Benchmarks

Task NameDataset NameSOTA ResultTrend
Report GenerationWSI-Bench
BLEU-155.6
15
Whole Slide Image AnalysisWSI-Bench (test)
Morphological Analysis Open WSI P56.7
10
Pathological Capability Assessment (Overall)WSI-Bench
Average Score76.8
5
Treatment PlanningWSI-Bench
WSI Precision (Open Set)81
5
DiagnosisWSI-Bench
WSI Precision (Open)70.7
5
Morphological AnalysisWSI-Bench
WSI-P (Open)53.5
5
Open-ended Visual Question AnsweringWSI-Bench
WSI-P (Morphology)53.8
5
Close-ended Visual Question AnsweringWSI-Bench Close
Morphology Accuracy94.57
5
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