Classification on Neuropathology Tissue Dataset benchmark leaderboard · SOTA2 Research

Classification on Neuropathology Tissue Dataset

91.88F1 (Background)MAD-NP

Evaluation Results

Method	Links
MAD-NP2025.12		91.88	93.28	91.27	92.67	96.25
Prov-GigaPath2025.12		91.85	93.39	90.63	91.28	96.52
UNI2025.12		91.76	93.59	90.65	91.19	97.03
UNI2025.12		91.68	93.11	90.48	90.89	96.1
MAD-NP2025.12		91.6	92.97	91.37	91.96	96.4
UNI22025.12		91.48	93.18	90.45	91.05	96.43
Virchow22025.12		90.85	92.3	89.11	88.99	95.51
DINOv2 Giant Finetuned2025.12		90.59	92.43	88.95	89.64	95.68
UNI22025.12		90.52	92.67	89.57	91.16	96.55
Prov-GigaPath2025.12		90.21	93.11	89.47	91.13	96.74
Virchow22025.12		90.18	91.61	88.83	88.05	94.93
DINOv2 Giant Finetuned2025.12		89.61	91.31	89.48	88.58	95.64