Image Classification on ImageNet 100% labels 1.0 (val)
78.6Top-1 AccHEXA_DCluster (8-crop)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HEXA_DCluster (8-crop)Epoch=800, variant=bold2020.12 | 78.6 | 94.4 | |
| SWAVEpoch=800, B=40962020.12 | 78.3 | 94.1 | |
| HEXA_DCluster (8-crop)Epoch=8002020.12 | 78.3 | 94.1 | |
| DeepCluster-v2Epoch=8002020.12 | 78 | 94 | |
| BYOLEpoch=8002020.12 | 77.7 | 93.9 | |
| HEXA_DCluster (8-crop)Epoch=200, variant=bold2020.12 | 77.2 | 93.9 | |
| HEXA_DCluster (8-crop)Epoch=2002020.12 | 76.9 | 93.6 | |
| Supervised2020.12 | 76.5 | 93 | |
| SimCLREpoch=10002020.12 | 76.5 | 93.5 | |
| SWAVEpoch=200, B=40962020.12 | 76.3 | 93.2 | |
| HEXA_MoCoEpoch=8002020.12 | 75.7 | 93 | |
| SWAVEpoch=200, B=2562020.12 | 75.5 | 92.9 | |
| MoCo-v2Epoch=8002020.12 | 75.5 | 92.8 | |
| HEXA_MoCoEpoch=2002020.12 | 74.8 | 92.4 | |
| MoCo-v2Epoch=2002020.12 | 74.6 | 92.5 | |
| HEXA_DClusterEpoch=2002020.12 | 73.9 | 92.2 | |
| DeepCluster-v2Epoch=2002020.12 | 71.9 | 91 |