Whole-slide image classification on Liver Cancer
88.95F1 ScoreCP-MID
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CP-MIDFeature Extractor=GigaPath2026.03 | 88.95 | 98.78 | 93.78 | |
| DSMILFeature Extractor=ResNet2026.03 | 87.42 | 98.2 | 92.64 | |
| MoEMambaMILFeature Extractor=UNI2026.03 | 87.42 | 98.36 | 94.47 | |
| MoEMambaMILFeature Extractor=ResNet2026.03 | 87.29 | 98.91 | 93.47 | |
| SRMambaMILFeature Extractor=ResNet2026.03 | 86.98 | 97.76 | 91.57 | |
| CP-MIDFeature Extractor=ResNet2026.03 | 86.65 | 97.98 | 92.46 | |
| BiMambaMILFeature Extractor=ResNet2026.03 | 86.22 | 97.98 | 91.18 | |
| MoEMambaMILFeature Extractor=GigaPath2026.03 | 85.59 | 98.25 | 94.47 | |
| BiMambaMILFeature Extractor=UNI2026.03 | 84.94 | 97.04 | 93.97 | |
| CLAMFeature Extractor=GigaPath2026.03 | 84.27 | 98.02 | 93.07 | |
| CLAMFeature Extractor=ResNet2026.03 | 84.24 | 98.43 | 92.12 | |
| BiMambaMILFeature Extractor=GigaPath2026.03 | 84.13 | 97.82 | 93.47 | |
| MambaMILFeature Extractor=ResNet2026.03 | 84.03 | 97.04 | 90.78 | |
| CLAMFeature Extractor=UNI2026.03 | 83.72 | 98.36 | 92.96 | |
| MambaMILFeature Extractor=GigaPath2026.03 | 81.83 | 97.26 | 91.96 | |
| SRMambaMILFeature Extractor=GigaPath2026.03 | 78.81 | 97.49 | 91.46 | |
| MambaMILFeature Extractor=UNI2026.03 | 76.2 | 97.67 | 91.96 | |
| SRMambaMILFeature Extractor=UNI2026.03 | 71.82 | 96.93 | 91.46 | |
| TransMILFeature Extractor=ResNet2026.03 | 70.24 | 94.32 | 84.56 | |
| Prov-GigaPathFeature Extractor=GigaPath2026.03 | 69.39 | 94.21 | 82.51 |