Image Classification on Stanford-Cars Symmetric Noise 0.4 (test)
90.75Accuracy (Best)DEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 90.75 | 90.75 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 87.73 | 87.45 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 85.1 | 84.89 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 83.14 | 83.1 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 76.98 | 76.98 |