Image Classification on Multi-dataset Average (Pets, Flowers, Aircraft, Cars, Country, Food, STL, GTSRB)
60.5Top-1 AccCARP
Evaluation results
| Method | Links | |
|---|---|---|
| CARPEp=400, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 60.5 | |
| CARPEp=400, k=10, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 60.4 | |
| CARPEp=400, k=100, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 59.7 | |
| MoCo-v3Ep=1000, k=10, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 59.2 | |
| MoCo-v3Ep=1000, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 59.2 | |
| CARPEp=400, k=200, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 59.2 | |
| MoCo-v3Ep=1000, k=100, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 58.4 | |
| DINOEp=800, k=10, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 57.9 | |
| DINOEp=800, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 57.8 | |
| MoCo-v3Ep=1000, k=200, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 57.8 | |
| CARPEp=400, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 57.7 | |
| CARPEp=400, k=10, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 57.6 | |
| Barlow TwinsEp=1000, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 57 | |
| DINOEp=800, k=100, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 56.9 | |
| TripletEp=980, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 56.8 | |
| Barlow TwinsEp=1000, k=10, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 56.8 | |
| CARPEp=400, k=100, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 56.8 | |
| TripletEp=980, k=10, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 56.5 | |
| Barlow TwinsEp=1000, k=100, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 56.4 | |
| TripletEp=980, k=100, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 56.2 | |
| DeepCluster-v2Ep=800, k=10, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 56 | |
| DINOEp=800, k=200, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 56 | |
| CARPEp=400, k=200, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 56 | |
| DeepCluster-v2Ep=800, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 55.8 | |
| Barlow TwinsEp=1000, k=200, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 55.7 | |
| TripletEp=980, k=200, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 55.6 | |
| SwAVEp=800, k=10, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 54.5 | |
| DeepCluster-v2Ep=800, k=100, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 54.4 | |
| SwAVEp=800, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 54.4 | |
| DeepCluster-v2Ep=800, k=200, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 53.3 | |
| SwAVEp=800, k=100, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 53.1 | |
| SwAVEp=800, k=200, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 52.2 | |
| InfoMinEp=800, k=10, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 48.6 | |
| InfoMinEp=800, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 48.4 | |
| InfoMinEp=800, k=100, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 47.3 | |
| InfoMinEp=800, k=200, Evaluation Protocol=k-NN, Multi-crop=false2023.10 | 46.6 | |
| SeLa-v2Ep=400, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 46.2 | |
| SeLa-v2Ep=400, k=10, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 46.1 | |
| SeLa-v2Ep=400, k=100, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 45.5 | |
| SeLa-v2Ep=400, k=200, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 45.1 | |
| oBoWEp=200, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 44.4 | |
| oBoWEp=200, k=10, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 44.3 | |
| oBoWEp=200, k=100, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 43.5 | |
| oBoWEp=200, k=200, Evaluation Protocol=k-NN, Multi-crop=true2023.10 | 43 |