Natural Image Classification on CIFAR10 Symmetric noise 80% (test)
83.9AccuracyCUFIT
Evaluation results
| Method | Links | |
|---|---|---|
| CUFITBackbone=DINOv2, Noise rate=0.82024.11 | 83.9 | |
| Linear probingBackbone=DINOv2, Noise rate=0.82024.11 | 79 | |
| Co-teachingBackbone=DINOv2, Noise rate=0.82024.11 | 78.2 | |
| CoDisBackbone=DINOv2, Noise rate=0.82024.11 | 76.3 | |
| JoCorBackbone=DINOv2, Noise rate=0.82024.11 | 75.7 | |
| Full-trainingBackbone=DINOv2, Noise rate=0.82024.11 | 25.9 | |
| ReinBackbone=DINOv2, Noise rate=0.82024.11 | 24.8 |