Image Classification on CIFAR10 long-tailed (test)
85.5AccuracyFixMatch+ACR w/ BEM
Evaluation results
| Method | Links | |
|---|---|---|
| FixMatch+ACR w/ BEMgamma=100, Nl=1500, Ml=30002024.04 | 85.5 | |
| FixMatch+ACRgamma=100, Nl=1500, Ml=30002024.04 | 84.1 | |
| FixMatch+ABC w/ BEMgamma=100, Nl=1500, Ml=30002024.04 | 83.9 | |
| FixMatch+ABCgamma=100, Nl=1500, Ml=30002024.04 | 83.8 | |
| FixMatch+ACR w/ BEMgamma=150, Nl=1500, Ml=30002024.04 | 83.8 | |
| FixMatch+ACR w/ BEMgamma=100, Nl=500, Ml=40002024.04 | 83.5 | |
| FixMatch+ABC w/ DASOgamma=100, Nl=1500, Ml=30002024.04 | 83.4 | |
| FixMatch+LA w/ BEMgamma=100, Nl=1500, Ml=30002024.04 | 83.1 | |
| FixMatch+LA w/ DASOgamma=100, Nl=1500, Ml=30002024.04 | 82.5 | |
| FixMatch+LAgamma=100, Nl=1500, Ml=30002024.04 | 82 | |
| FixMatch+ACRgamma=100, Nl=500, Ml=40002024.04 | 81.6 | |
| FixMatch+LA w/ CRESTgamma=100, Nl=1500, Ml=30002024.04 | 81.1 | |
| FixMatch+ACRgamma=150, Nl=1500, Ml=30002024.04 | 80.9 | |
| FixMatch+LA w/ DARPgamma=100, Nl=1500, Ml=30002024.04 | 80.8 | |
| FixMatch+ABC w/ BEMgamma=150, Nl=1500, Ml=30002024.04 | 80.8 | |
| FixMatch+ABC w/ DASOgamma=150, Nl=1500, Ml=30002024.04 | 80.4 | |
| FixMatch w/ BEMgamma=100, Nl=1500, Ml=30002024.04 | 80.3 | |
| FixMatch+ABCgamma=150, Nl=1500, Ml=30002024.04 | 80.1 | |
| FixMatch+ABC w/ DASOgamma=100, Nl=500, Ml=40002024.04 | 80.1 | |
| FixMatch+LA w/ BEMgamma=150, Nl=1500, Ml=30002024.04 | 79.9 | |
| FixMatch+ABC w/ BEMgamma=100, Nl=500, Ml=40002024.04 | 79.8 | |
| FixMatch w/ DASOgamma=100, Nl=1500, Ml=30002024.04 | 79.1 | |
| FixMatch+LA w/ DASOgamma=150, Nl=1500, Ml=30002024.04 | 79 | |
| FixMatch+ABCgamma=100, Nl=500, Ml=40002024.04 | 78.9 | |
| FixMatch+LA w/ BEMgamma=100, Nl=500, Ml=40002024.04 | 78.6 | |
| FixMatch w/ CREST+gamma=100, Nl=1500, Ml=30002024.04 | 78.1 | |
| FixMatch+ACR w/ BEMgamma=150, Nl=500, Ml=40002024.04 | 78.1 | |
| FixMatch+LAgamma=150, Nl=1500, Ml=30002024.04 | 78 | |
| FixMatch+LA w/ CRESTgamma=150, Nl=1500, Ml=30002024.04 | 77.9 | |
| FixMatch+LA w/ DASOgamma=100, Nl=500, Ml=40002024.04 | 77.9 | |
| FixMatch w/ DARPgamma=100, Nl=1500, Ml=30002024.04 | 77.8 | |
| FixMatchgamma=100, Nl=1500, Ml=30002024.04 | 77.5 | |
| FixMatch+ACRgamma=150, Nl=500, Ml=40002024.04 | 77 | |
| FixMatch+LA w/ DARPgamma=150, Nl=1500, Ml=30002024.04 | 76.7 | |
| FixMatch+LA w/ CRESTgamma=100, Nl=500, Ml=40002024.04 | 76.7 | |
| FixMatch+LA w/ DARPgamma=100, Nl=500, Ml=40002024.04 | 76.6 | |
| FixMatch w/ CREST+gamma=100, Nl=500, Ml=40002024.04 | 76.3 | |
| FixMatch w/ DASOgamma=100, Nl=500, Ml=40002024.04 | 76 | |
| FixMatch w/ BEMgamma=100, Nl=500, Ml=40002024.04 | 75.8 | |
| FixMatch w/ BEMgamma=150, Nl=1500, Ml=30002024.04 | 75.7 | |
| FixMatch+LAgamma=100, Nl=500, Ml=40002024.04 | 75.3 | |
| FixMatch w/ DASOgamma=150, Nl=1500, Ml=30002024.04 | 75.1 | |
| FixMatch w/ DARPgamma=100, Nl=500, Ml=40002024.04 | 74.5 | |
| FixMatch w/ CREST+gamma=150, Nl=1500, Ml=30002024.04 | 73.7 | |
| FixMatch w/ DARPgamma=150, Nl=1500, Ml=30002024.04 | 73.6 | |
| FixMatch+LA w/ BEMgamma=150, Nl=500, Ml=40002024.04 | 72.5 | |
| FixMatchgamma=150, Nl=1500, Ml=30002024.04 | 72.4 | |
| FixMatch+LA w/ CRESTgamma=150, Nl=500, Ml=40002024.04 | 70.9 | |
| FixMatch+ABC w/ BEMgamma=150, Nl=500, Ml=40002024.04 | 70.7 | |
| Supervised w/ LAgamma=100, Nl=1500, Ml=30002024.04 | 70.6 | |
| FixMatch+ABC w/ DASOgamma=150, Nl=500, Ml=40002024.04 | 70.6 | |
| FixMatch w/ DASOgamma=150, Nl=500, Ml=40002024.04 | 70.1 | |
| FixMatch+LA w/ DASOgamma=150, Nl=500, Ml=40002024.04 | 70.1 | |
| FixMatch w/ BEMgamma=150, Nl=500, Ml=40002024.04 | 69.7 | |
| FixMatch+LA w/ DARPgamma=150, Nl=500, Ml=40002024.04 | 68.3 | |
| FixMatchgamma=100, Nl=500, Ml=40002024.04 | 67.8 | |
| FixMatch w/ CREST+gamma=150, Nl=500, Ml=40002024.04 | 67.5 | |
| FixMatch w/ DARPgamma=150, Nl=500, Ml=40002024.04 | 67.2 | |
| Supervised w/ LAgamma=150, Nl=1500, Ml=30002024.04 | 67.1 | |
| FixMatch+LAgamma=150, Nl=500, Ml=40002024.04 | 67 | |
| FixMatch+ABCgamma=150, Nl=500, Ml=40002024.04 | 66.5 | |
| FixMatchgamma=150, Nl=500, Ml=40002024.04 | 62.9 | |
| Supervisedgamma=100, Nl=1500, Ml=30002024.04 | 61.9 | |
| Supervisedgamma=150, Nl=1500, Ml=30002024.04 | 58.2 | |
| Supervised w/ LAgamma=100, Nl=500, Ml=40002024.04 | 53.3 | |
| Supervised w/ LAgamma=150, Nl=500, Ml=40002024.04 | 49.5 | |
| Supervisedgamma=100, Nl=500, Ml=40002024.04 | 47.3 | |
| Supervisedgamma=150, Nl=500, Ml=40002024.04 | 44.2 |