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Benchmarks
Cell-level type identification on NuCLS main (test)
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29.18
AUPRC
GrapHist
24.448
25.6765
26.905
28.1335
Feb 24, 2026
AUPRC
Macro F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUPRC
Macro F1 Score
GrapHist
Model Category=Ours
2026.02
29.18
-
MAE
Model Category=Self-su...
2026.02
28.63
-
ACM-bio
Model Category=Supervi...
2026.02
28.29
-
ACM-UNI
Model Category=Supervi...
2026.02
26.93
-
DINOv2
Model Category=Self-su...
2026.02
24.63
-
ACM-bio
Evaluation protocol=Su...
2026.02
-
22.13
ACM-UNI
Evaluation protocol=Su...
2026.02
-
21.68
DINOv2
Evaluation protocol=no...
2026.02
-
21.42
MAE
Evaluation protocol=no...
2026.02
-
25.19
GrapHist
Evaluation protocol=no...
2026.02
-
26.57
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