Image Classification on Tiny-ImageNet Instance-dependent Noise 0.4 (test)
80.52Accuracy (Best)DEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 80.52 | 80.49 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 79.01 | 79.01 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 74.8 | 74.08 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 74.47 | 73.25 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 73.74 | 73.74 |