Image Classification on CIFAR10 (test) (Top-1, Top-3, Top-5 Accuracy)
56.36Top-1 AccuracyOURS_GC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OURS_GCZero-shot=true, Pre-training dataset=CC3M, regularizer=geometry consistency2023.03 | 56.36 | 80.47 | 90.27 | |
| OURS_SepZero-shot=true, Pre-training dataset=CC3M, regularizer=feature-separation2023.03 | 46.61 | 81.21 | 92.44 | |
| CLIPZero-shot=true, Pre-training dataset=CC3M2023.03 | 44.95 | 72.58 | 88.3 | |
| CyCLIPZero-shot=true, Pre-training dataset=CC3M2023.03 | 43.22 | 71.43 | 83.22 | |
| OURS_BrZero-shot=true, Pre-training dataset=CC3M, regularizer=Brownian bridge2023.03 | 43.15 | 72.77 | 86.72 |