Feature Robustness on ImageNet, MSCOCO, and Caltech-256 (test)
97Robustness (Additive)TIACam
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TIACamInput Resolution=128x1282026.02 | 97 | 93 | 95 | 98 | 97 | 98 | 94 | |
| VIbCRegInput Resolution=128x1282026.02 | 89 | 88 | 88 | 73 | 87 | 88 | 77 | |
| BYOLInput Resolution=128x1282026.02 | 88 | 84 | 85 | 80 | 83 | 88 | 71 | |
| VICRegInput Resolution=128x1282026.02 | 83 | 76 | 83 | 81 | 89 | 87 | 77 | |
| SimCLRInput Resolution=128x1282026.02 | 82 | 84 | 87 | 79 | 85 | 88 | 74 | |
| BarlowInput Resolution=128x1282026.02 | 79 | 81 | 87 | 87 | 84 | 89 | 74 |