Image Classification on Stanford-Cars Symmetric Noise 0.6 (test)
85.72Accuracy (Best)DEFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEFTFine-tuning Protocol=Ours, Backbone=CLIP2024.09 | 85.72 | 85.45 | |
| SCEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 79.09 | 79.09 | |
| CEFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 71.7 | 71.55 | |
| ELRFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 61.58 | 61.58 | |
| GMMFine-tuning Protocol=FFT, Backbone=CLIP2024.09 | 56.9 | 56.9 |