WSI Classification on Endometrium dataset
53.1AccuracyLACL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LACLClassifier=CLAM2022.06 | 53.1 | 0.756 | 44.7 | |
| MoCo v2Classifier=CLAM2022.06 | 50.2 | 0.71 | 36.9 | |
| LACLClassifier=TransMIL2022.06 | 48.8 | 0.732 | 39 | |
| ImageNetClassifier=CLAM2022.06 | 48.3 | 0.675 | 40.4 | |
| SimSiamClassifier=CLAM2022.06 | 48.3 | 0.663 | 36.8 | |
| MoCo v2Classifier=TransMIL2022.06 | 43.6 | 0.67 | 28.9 | |
| SimSiamClassifier=TransMIL2022.06 | 43.6 | 0.639 | 23.3 | |
| ImageNetClassifier=TransMIL2022.06 | 42.7 | 0.662 | 25.8 | |
| Lerousseau. et al.Classifier=TransMIL2022.06 | 42.7 | 0.579 | 18.5 | |
| SimTripletClassifier=CLAM2022.06 | 42.2 | 0.639 | 25.8 | |
| Pseudo-labelsClassifier=CLAM2022.06 | 41.7 | 0.67 | 33.2 | |
| Pseudo-labelsClassifier=TransMIL2022.06 | 41.2 | 0.664 | 32.6 | |
| SimTripletClassifier=TransMIL2022.06 | 40.8 | 0.636 | 18.1 | |
| Lerousseau. et al.Classifier=CLAM2022.06 | 40.8 | 0.586 | 19.6 |