WSI Classification on EGFR
57.4AccuracyLACL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LACLEvaluation Framework=TransMIL2022.06 | 57.4 | 0.855 | 55.2 | |
| MoCo v2Evaluation Framework=TransMIL2022.06 | 53.4 | 0.826 | 51.7 | |
| SimTripletEvaluation Framework=TransMIL2022.06 | 52.9 | 0.841 | 51 | |
| LACLEvaluation Framework=CLAM2022.06 | 52.5 | 0.826 | 51 | |
| SimTripletEvaluation Framework=CLAM2022.06 | 51.1 | 0.819 | 46.4 | |
| ImageNetEvaluation Framework=TransMIL2022.06 | 50.2 | 0.798 | 48.4 | |
| SimSiamEvaluation Framework=TransMIL2022.06 | 50.2 | 0.801 | 48.3 | |
| Pseudo-labelsEvaluation Framework=TransMIL2022.06 | 46.6 | 0.802 | 42.1 | |
| MoCo v2Evaluation Framework=CLAM2022.06 | 46.2 | 0.803 | 44.7 | |
| SimSiamEvaluation Framework=CLAM2022.06 | 45.3 | 0.768 | 39.1 | |
| ImageNetEvaluation Framework=CLAM2022.06 | 43.5 | 0.754 | 42.9 | |
| Pseudo-labelsEvaluation Framework=CLAM2022.06 | 42.6 | 0.776 | 40.3 | |
| Lerousseau. et al.Evaluation Framework=CLAM2022.06 | 39 | 0.71 | 33.9 | |
| Lerousseau. et al.Evaluation Framework=TransMIL2022.06 | 36.8 | 0.66 | 32.6 |