Image Classification on ImageNet-1K (val) (NN, LP, and FT Accuracy)
67.3NN AccuracyDINO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINOAlgorithm=DINO, Optimized Acceleration Schedule=false, Budget (M)=28462024.10 | 67.3 | 77.4 | 81.8 | |
| DINOAlgorithm=DINO, Optimized Acceleration Schedule=true, Budget (M)=11382024.10 | 66 | 77.4 | 82 | |
| MoCoAlgorithm=MoCo, Optimized Acceleration Schedule=false, Budget (M)=61682024.10 | 61.9 | 76 | 81.8 | |
| MoCoAlgorithm=MoCo, Optimized Acceleration Schedule=true, Budget (M)=15422024.10 | 60.7 | 75.9 | 81.9 | |
| SimCLRAlgorithm=SimCLR, Optimized Acceleration Schedule=true, Budget (M)=9222024.10 | 50.7 | 68.4 | 81.5 | |
| SimCLRAlgorithm=SimCLR, Optimized Acceleration Schedule=false, Budget (M)=30752024.10 | 50.2 | 68.3 | 81.3 |