Image Classification on Stanford-Cars Instance-dependent Noise 0.3 (test)
90.77Accuracy (Best)DEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 90.77 | 90.77 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 87.35 | 86.23 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 85.94 | 85.92 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 85.39 | 85.33 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 83.11 | 83.11 |