5-way Classification on ChestX BSCD-FSL
39.48Average AccuracyUniSiam
Evaluation Results
| Method | Links | |
|---|---|---|
| UniSiamShots=502022.07 | 39.48 | |
| UniSiamShots=202022.07 | 34.58 | |
| BYOLShots=502022.07 | 34.17 | |
| DeepCluster-v2Shots=502022.07 | 34.17 | |
| SWAVShots=502022.07 | 33.86 | |
| SimCLR-v2Shots=502022.07 | 33.23 | |
| SimCLR-v1Shots=502022.07 | 33.16 | |
| SeLa-v2Shots=502022.07 | 32.81 | |
| MoCo-v1Shots=502022.07 | 32.74 | |
| SupervisedShots=502022.07 | 32.34 | |
| MoCo-v2Shots=502022.07 | 32.2 | |
| InsDisShots=502022.07 | 31.77 | |
| InfoMinShots=502022.07 | 31.58 | |
| DeepCluster-v2Shots=202022.07 | 31.51 | |
| PIRLShots=502022.07 | 31.44 | |
| SWAVShots=202022.07 | 30.91 | |
| SimCLR-v2Shots=202022.07 | 30.9 | |
| SimCLR-v1Shots=202022.07 | 30.82 | |
| BYOLShots=202022.07 | 30.71 | |
| PCL-v2Shots=502022.07 | 30.56 | |
| SeLa-v2Shots=202022.07 | 30.43 | |
| MoCo-v1Shots=202022.07 | 30 | |
| PIRLShots=202022.07 | 29.48 | |
| InfoMinShots=202022.07 | 29.48 | |
| MoCo-v2Shots=202022.07 | 29.43 | |
| SupervisedShots=202022.07 | 29.26 | |
| InsDisShots=202022.07 | 29.13 | |
| PCL-v2Shots=202022.07 | 28.28 | |
| UniSiamShots=52022.07 | 28.18 | |
| PCL-v1Shots=502022.07 | 27.4 | |
| SWAVShots=52022.07 | 26.54 | |
| DeepCluster-v2Shots=52022.07 | 26.51 | |
| BYOLShots=52022.07 | 26.39 | |
| SimCLR-v1Shots=52022.07 | 26.36 | |
| SimCLR-v2Shots=52022.07 | 26.34 | |
| MoCo-v1Shots=52022.07 | 25.92 | |
| MoCo-v2Shots=52022.07 | 25.78 | |
| InsDisShots=52022.07 | 25.67 | |
| PIRLShots=52022.07 | 25.6 | |
| InfoMinShots=52022.07 | 25.6 | |
| PCL-v1Shots=202022.07 | 25.54 | |
| SeLa-v2Shots=52022.07 | 25.26 | |
| SupervisedShots=52022.07 | 25.22 | |
| PCL-v2Shots=52022.07 | 24.87 | |
| PCL-v1Shots=52022.07 | 23.33 |