Image Classification on Tiny-ImageNet Instance-dependent Noise 0.2 (test)
83.37Accuracy (Best)DEFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 83.37 | 83.33 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 81.84 | 81.79 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 80.75 | 80.71 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 79.98 | 79.98 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 78.96 | 78.9 |