Image Classification on CIFAR-100 Instance-dependent Noise 0.2 (test)
89.38Accuracy (Best)DEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 89.38 | 89.35 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 88.44 | 88.44 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 87.3 | 87.18 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 86.61 | 86.61 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 86.61 | 86.61 |