Image Classification on Food-101 LT
49Avg Class RecallCoSSL
Evaluation Results
| Method | Links | |
|---|---|---|
| CoSSLImbalance ratio (gamma)=50, Backbone=ResNet-502021.12 | 49 | |
| FixMatch w/ CReST+ + LAImbalance ratio (gamma)=50, Backbone=ResNet-502021.12 | 47.7 | |
| FixMatch w/ CReST+Imbalance ratio (gamma)=50, Backbone=ResNet-502021.12 | 43.8 | |
| FixMatchImbalance ratio (gamma)=50, Backbone=ResNet-502021.12 | 42.6 | |
| FixMatch w/ DARPImbalance ratio (gamma)=50, Backbone=ResNet-502021.12 | 42 | |
| FixMatch w/ DARP + cRTImbalance ratio (gamma)=50, Backbone=ResNet-502021.12 | 41.5 | |
| CoSSLImbalance ratio (gamma)=100, Backbone=ResNet-502021.12 | 40.4 | |
| FixMatch w/ CReST+ + LAImbalance ratio (gamma)=100, Backbone=ResNet-502021.12 | 36.1 | |
| FixMatchImbalance ratio (gamma)=100, Backbone=ResNet-502021.12 | 35.3 | |
| FixMatch w/ DARP + cRTImbalance ratio (gamma)=100, Backbone=ResNet-502021.12 | 34.4 | |
| FixMatch w/ DARPImbalance ratio (gamma)=100, Backbone=ResNet-502021.12 | 34.2 | |
| FixMatch w/ CReST+Imbalance ratio (gamma)=100, Backbone=ResNet-502021.12 | 31.2 |