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Benchmarks
Cell-level type identification on NuCLS super (test)
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49.88
AUPRC
GrapHist
43.7336
45.3293
46.925
48.5207
Feb 24, 2026
AUPRC
Macro F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUPRC
Macro F1
GrapHist
Model Category=Ours
2026.02
49.88
-
MAE
Model Category=Self-su...
2026.02
49.21
-
ACM-bio
Model Category=Supervi...
2026.02
47.78
-
ACM-UNI
Model Category=Supervi...
2026.02
45.2
-
DINOv2
Model Category=Self-su...
2026.02
43.97
-
ACM-bio
Evaluation protocol=Su...
2026.02
-
37.35
ACM-UNI
Evaluation protocol=Su...
2026.02
-
39.46
DINOv2
Evaluation protocol=no...
2026.02
-
41.17
MAE
Evaluation protocol=no...
2026.02
-
45.31
GrapHist
Evaluation protocol=no...
2026.02
-
46.24
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