Image Classification on Stylized-ImageNet (val)
60.69Top-1 AccuracySRM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SRMBackbone=ResNet-50, Trained on=Stylized-ImageNet2019.03 | 60.69 | 82.56 | |
| SEBackbone=ResNet-50, Trained on=Stylized-ImageNet2019.03 | 58.31 | 80.8 | |
| BaselineBackbone=ResNet-50, Trained on=Stylized-ImageNet2019.03 | 53.93 | 76.75 | |
| MoCo-v2 + Patch-base NSalpha=3, k=655362021.10 | 6.8 | — | |
| MoCo-v2 + Patch-base NSalpha=2, k=163842021.10 | 6.49 | — | |
| MoCo-v2 + Patch-base NSalpha=2, k=655362021.10 | 6.34 | — | |
| MoCo-v2 + Patch-base NSalpha=2, k=327682021.10 | 6.06 | — | |
| MoCo-v2 + MoCHiN=512, K=1024, s=5122021.10 | 5.94 | — | |
| MoCo-v22021.10 | 5.55 | — | |
| MoCo-v2 + MoCHiN=128, K=1024, s=5122021.10 | 5.32 | — |