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Open-ended Visual Question Answering on WSI-Bench
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53.8
WSI-P (Morphology)
HistoSelect
20.728
29.314
37.9
46.486
Feb 28, 2026
WSI-P (Morphology)
WSI-R (Morphology)
WSI-P (Diagnosis)
WSI-R (Diagnosis)
WSI-P (Treatment)
WSI-R (Treatment)
Updated 1mo ago
Evaluation Results
Method
Method
Links
WSI-P (Morphology)
WSI-R (Morphology)
WSI-P (Diagnosis)
WSI-R (Diagnosis)
WSI-P (Treatment)
WSI-R (Treatment)
HistoSelect
Input=WSI
2026.02
53.8
58.9
54.2
58.7
76.6
80.1
SlideChat
Input=WSI
2026.02
51.2
54.1
50.1
52.2
74.5
71.2
Quilt-LLaVA
Input=Thumbnail
2026.02
45.3
48.4
52.1
55.2
75.1
80.7
WSI-VQA
2026.02
39.5
46.2
43.6
52.5
59.1
59.5
GPT-4o
Input=Thumbnail
2026.02
22
20.4
47.2
45.7
51.3
70.4
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