Image Classification on ImageNet-C 1.0 (val)
49.17Top-1 AccSupervised
Evaluation results
| Method | Links | |
|---|---|---|
| Supervised2021.10 | 49.17 | |
| InfoMin2021.10 | 48.87 | |
| MoCo-v2 + Patch-basedalpha=2, training setting=IFM setting2021.10 | 47.48 | |
| MoCo-v2 + IFMepsilon=0.1, training setting=IFM setting2021.10 | 47.46 | |
| MoCo-v2 + IFMepsilon=0.05, training setting=IFM setting2021.10 | 47.36 | |
| MoCo-v2 + IFMepsilon=0.2, training setting=IFM setting2021.10 | 47.19 | |
| MoCo-v2 + Patch-basedmemory bank size (k)=8192, alpha=22021.10 | 45.48 | |
| MoCo-v2training setting=IFM setting, memory bank size (k)=163842021.10 | 45.15 | |
| MoCo-v2 + Patch-basedmemory bank size (k)=16384, alpha=22021.10 | 45.13 | |
| BYOL + Patch-basedalpha=0.052021.10 | 44.6 | |
| MoCo-v2 + Patch-basedmemory bank size (k)=16384, alpha=32021.10 | 44.45 | |
| BYOL2021.10 | 44.43 | |
| MoCo-v2 + Texture-basedmemory bank size (k)=16384, alpha=22021.10 | 43.58 | |
| MoCo-v2memory bank size (k)=81922021.10 | 43.22 | |
| MoCo-v2memory bank size (k)=163842021.10 | 43.08 | |
| CMC2021.10 | 39.28 | |
| InsDis2021.10 | 28.93 |