Image Classification on Stanford-Cars Instance-dependent Noise 0.2 (test)
92.19Accuracy (Best)DEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 92.19 | 92.15 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 90.34 | 90.34 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 89.13 | 89.06 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 88.15 | 88.1 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 84.4 | 84.4 |