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Patch-level histology classification on BACH
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99.6
Average Accuracy
HistoCRF + HITL
47.808
61.254
74.7
88.146
Jan 17, 2026
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Accuracy
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
99.6
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
94.7
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
88.5
HistoCRF
Annotation size (|A|)=...
2026.01
87.2
HistoCRF
Annotation size (|A|)=...
2026.01
86.4
HistoCRF
Annotation size (|A|)=...
2026.01
84.7
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
83.1
HistoCRF
Annotation size (|A|)=...
2026.01
81.7
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
80.5
HistoCRF
Annotation size (|A|)=...
2026.01
80.3
HistoCRF
Annotation size (|A|)=...
2026.01
74.4
HistoCRF + HITL
Annotation size (|A|)=...
2026.01
74.4
LP
Annotation size (|A|)=...
2026.01
72.6
LP
Annotation size (|A|)=...
2026.01
70.6
LP
Annotation size (|A|)=...
2026.01
63.8
HistoCRF + HITL
Zero-shot=true, Sampli...
2026.01
60.4
LP
Annotation size (|A|)=...
2026.01
55.5
LP
Annotation size (|A|)=...
2026.01
49.8
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