Image Classification on WebVision mini 1.0 (val)
80.44Top-1 AccCMW-Net-SL+C2D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CMW-Net-SL+C2DBackbone=ResNet-50, Pretraining=C2D2022.02 | 80.44 | 93.36 | |
| DivideMix with C2DBackbone=ResNet-50, Pretraining=C2D2022.02 | 79.42 | 92.32 | |
| FaMUSBackbone=Inception-ResNet V22021.04 | 79.4 | 92.8 | |
| CMW-Net-SLBackbone=ResNet-502022.02 | 78.08 | 92.96 | |
| ELRBackbone=Inception-ResNet-v22022.02 | 77.78 | 91.68 | |
| DivideMixBackbone=Inception-ResNet V22021.04 | 77.32 | 91.64 | |
| DivideMixBackbone=Inception-ResNet-v22022.02 | 77.32 | 91.64 | |
| DivideMixBackbone=ResNet-502022.02 | 76.32 | 90.65 | |
| MentorMixBackbone=Inception-ResNet V22021.04 | 76 | 90.2 | |
| MW-NetBackbone=Inception-ResNet V22021.04 | 74.52 | 88.89 | |
| CMW-NetBackbone=ResNet-502022.02 | 70.56 | 88.76 | |
| MW-NetBackbone=ResNet-502022.02 | 69.34 | 87.44 | |
| Iterative-CVBackbone=Inception-ResNet V22021.04 | 65.24 | 85.34 | |
| Interactive-CVBackbone=Inception-ResNet-v22022.02 | 65.24 | 85.34 | |
| Co-teachingBackbone=Inception-ResNet V22021.04 | 63.58 | 85.2 | |
| Co-teachingBackbone=Inception-ResNet-v22022.02 | 63.58 | 85.2 | |
| MentorNetBackbone=Inception-ResNet V22021.04 | 63 | 81.4 | |
| MentorNetBackbone=Inception-ResNet-v22022.02 | 63 | 81.4 | |
| D2LBackbone=Inception-ResNet V22021.04 | 62.68 | 84 | |
| DecouplingBackbone=Inception-ResNet V22021.04 | 62.54 | 84.74 | |
| F-correctionBackbone=Inception-ResNet V22021.04 | 61.12 | 82.68 | |
| ForwardBackbone=Inception-ResNet-v22022.02 | 61.12 | 82.68 |