Image Classification on CIFAR-10-LT gamma=150 (test)
81.3AccuracyReMixMatch w/ CoSSL
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMixMatch w/ CoSSLBackbone=Wide ResNet-28-22021.12 | 81.3 | |
| FixMatch w/ CoSSLBackbone=Wide ResNet-28-22021.12 | 80.3 | |
| ReMixMatch w/ DARP + CRTBackbone=Wide ResNet-28-22021.12 | 79.7 | |
| FixMatch w/ DARP + CRTBackbone=Wide ResNet-28-22021.12 | 79.6 | |
| ReMixMatch w/ CReST+ + LABackbone=Wide ResNet-28-22021.12 | 79.2 | |
| FixMatch w/ CReST+ + LABackbone=Wide ResNet-28-22021.12 | 77.5 | |
| ReMixMatch w/ LDAM-DRWBackbone=Wide ResNet-28-22021.12 | 76.1 | |
| ReMixMatch w/ CReST+Backbone=Wide ResNet-28-22021.12 | 75.2 | |
| FixMatch w/ Re-samplingBackbone=Wide ResNet-28-22021.12 | 75.2 | |
| MixMatch w/ CoSSLBackbone=Wide ResNet-28-22021.12 | 73.5 | |
| FixMatch w/ CReST+Backbone=Wide ResNet-28-22021.12 | 72.8 | |
| ReMixMatch w/ Re-samplingBackbone=Wide ResNet-28-22021.12 | 71.5 | |
| ReMixMatch w/ DARPBackbone=Wide ResNet-28-22021.12 | 71 | |
| FixMatch w/ DARPBackbone=Wide ResNet-28-22021.12 | 70.4 | |
| ReMixMatchBackbone=Wide ResNet-28-22021.12 | 69.9 | |
| FixMatch w/ LDAM-DRWBackbone=Wide ResNet-28-22021.12 | 69.1 | |
| FixMatchBackbone=Wide ResNet-28-22021.12 | 68.4 | |
| MixMatch w/ CReST+Backbone=Wide ResNet-28-22021.12 | 68.3 | |
| MixMatch w/ DARPBackbone=Wide ResNet-28-22021.12 | 65.8 | |
| MixMatchBackbone=Wide ResNet-28-22021.12 | 62.5 | |
| cRTBackbone=Wide ResNet-28-22021.12 | 59.3 | |
| LDAM-DRWBackbone=Wide ResNet-28-22021.12 | 57.9 | |
| vanillaBackbone=Wide ResNet-28-22021.12 | 55.6 | |
| Re-samplingBackbone=Wide ResNet-28-22021.12 | 52.2 |