Image Classification on HIS Camelyon16 (test)
92.35AUCHAAF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HAAFShot=8, Backbone=CONCH2026.01 | 92.35 | 93.59 | 85.51 | 85.98 | |
| HAAFShot=4, Backbone=CONCH2026.01 | 91.97 | 92.16 | 84.39 | 83.93 | |
| DRAShot=16, Backbone=CONCH2026.01 | 91.49 | 92.29 | 84.34 | 84.03 | |
| HAAFShot=16, Backbone=CONCH2026.01 | 90.62 | 91.3 | 84.63 | 84.63 | |
| MadCLIPShot=16, Backbone=CONCH2026.01 | 90.29 | 90.62 | 82.95 | 82.07 | |
| MVFAShot=8, Backbone=CONCH2026.01 | 89.5 | 90.45 | 81.17 | 80.97 | |
| MVFAShot=16, Backbone=CONCH2026.01 | 89.18 | 90.7 | 81.64 | 81.37 | |
| MadCLIPShot=8, Backbone=CONCH2026.01 | 89.13 | 90.72 | 81.19 | 81.67 | |
| MVFAShot=4, Backbone=CONCH2026.01 | 88.51 | 87.65 | 81.29 | 79.37 | |
| MadCLIPShot=4, Backbone=CONCH2026.01 | 88.38 | 88.63 | 81.33 | 79.82 | |
| DRAShot=8, Backbone=CONCH2026.01 | 87.12 | 87.05 | 80.58 | 79.27 | |
| HAAFShot=2, Backbone=CONCH2026.01 | 83.75 | 83.05 | 77.31 | 76.36 | |
| MVFAShot=2, Backbone=CONCH2026.01 | 82.84 | 74.75 | 79.84 | 77.87 | |
| MadCLIPShot=2, Backbone=CONCH2026.01 | 80.93 | 80.59 | 74.59 | 71.51 | |
| DRAShot=4, Backbone=CONCH2026.01 | 78.23 | 77.96 | 73.78 | 71.11 | |
| DRAShot=2, Backbone=CONCH2026.01 | 76.61 | 77.56 | 71.4 | 67.7 |