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Benchmarks
Patch-level histology classification on ESCA
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0.684
Average Accuracy
HistoCRF + HITL
0.63096
0.64473
0.6585
0.67227
Jan 17, 2026
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Accuracy
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
0.684
HistoCRF
Annotation size (|A|)=...
2026.01
0.682
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
0.68
HistoCRF
Annotation size (|A|)=...
2026.01
0.678
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
0.678
HistoCRF
Annotation size (|A|)=...
2026.01
0.676
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
0.676
HistoCRF
Annotation size (|A|)=...
2026.01
0.675
HistoCRF
Annotation size (|A|)=...
2026.01
0.675
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
0.675
HistoCRF
Annotation size (|A|)=...
2026.01
0.674
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
0.674
HistoCRF + HITL
Zero-shot=true, Sampli...
2026.01
0.633
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