Image Classification on CIFAR-100 (test) (Linear and 5-nn Probing)
68.26Linear Top-1 AccCW-RGP 4
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CW-RGP 4Backbone=ResNet-18, Positive views (s)=42022.10 | 68.26 | 58.67 | |
| W-MSE 4Backbone=ResNet-18, Positive views (s)=42022.10 | 67.64 | 56.45 | |
| CW-RGP 2Backbone=ResNet-18, Positive views (s)=22022.10 | 67.51 | 57.35 | |
| SimCLRBackbone=ResNet-182022.10 | 66.83 | 56.56 | |
| BYOLBackbone=ResNet-182022.10 | 66.6 | 56.82 | |
| VICRegBackbone=ResNet-18, Reproduced=true2022.10 | 66.45 | 56.78 | |
| W-MSE 2Backbone=ResNet-18, Positive views (s)=22022.10 | 66.1 | 56.69 | |
| Shuffled-DBNBackbone=ResNet-18, Reproduced=true2022.10 | 66.07 | 56.97 | |
| SimSiamBackbone=ResNet-18, Reproduced=true2022.10 | 66.04 | 55.79 | |
| Barlow TwinsBackbone=ResNet-18, Reproduced=true2022.10 | 65.78 | 55.76 | |
| Zero-ICLBackbone=ResNet-18, Reproduced=true2022.10 | 61.91 | 53.47 |