Image Classification on CIFAR10 without Cutout (test)
96.34AccuracySAM
Evaluation results
| Method | Links | |
|---|---|---|
| SAMNetwork=ResNet342022.03 | 96.34 | |
| SAMNetwork=ResNet1012022.03 | 96.07 | |
| SAMNetwork=ResNet182022.03 | 95.98 | |
| SAMNetwork=ResNet502022.03 | 95.8 | |
| SGDPNetwork=ResNet342022.03 | 95.75 | |
| RMSGDNetwork=ResNet342022.03 | 95.71 | |
| RMSGDNetwork=ResNet182022.03 | 95.66 | |
| RMSGDNetwork=ResNet502022.03 | 95.63 | |
| SGDNetwork=ResNet342022.03 | 95.56 | |
| RMSGDNetwork=ResNet1012022.03 | 95.53 | |
| RMSGDNetwork=ResNeXt2022.03 | 95.49 | |
| SGDPNetwork=ResNet182022.03 | 95.39 | |
| SGDPNetwork=ResNet1012022.03 | 95.36 | |
| SGDNetwork=ResNet182022.03 | 95.32 | |
| SGDNetwork=ResNet1012022.03 | 95.3 | |
| SGDPNetwork=ResNet502022.03 | 95.19 | |
| AdamPNetwork=ResNet342022.03 | 95.14 | |
| SGDNetwork=ResNet502022.03 | 95.05 | |
| SAMNetwork=ResNeXt2022.03 | 95.01 | |
| AdamPNetwork=ResNet1012022.03 | 94.92 | |
| AdamPNetwork=ResNet182022.03 | 94.82 | |
| SGDPNetwork=ResNeXt2022.03 | 94.79 | |
| AdamPNetwork=ResNet502022.03 | 94.69 | |
| SGDNetwork=ResNeXt2022.03 | 94.62 | |
| SLSNetwork=ResNet1012022.03 | 94.2 | |
| AdaBoundNetwork=ResNet1012022.03 | 94.17 | |
| AdaBoundNetwork=ResNet502022.03 | 94 | |
| AdaBoundNetwork=ResNet182022.03 | 93.84 | |
| AdamPNetwork=ResNeXt2022.03 | 93.82 | |
| AdaBoundNetwork=ResNet342022.03 | 93.79 | |
| SLSNetwork=ResNeXt2022.03 | 93.67 | |
| SLSNetwork=ResNet182022.03 | 93.62 | |
| AdamNetwork=ResNet342022.03 | 93.47 | |
| SLSNetwork=ResNet342022.03 | 93.45 | |
| AdamNetwork=ResNet182022.03 | 93.27 | |
| AdamNetwork=ResNet1012022.03 | 93.13 | |
| AdaBoundNetwork=ResNeXt2022.03 | 92.83 | |
| SLSNetwork=ResNet502022.03 | 92.7 | |
| AdamNetwork=ResNet502022.03 | 92.67 | |
| AdaGradNetwork=ResNet342022.03 | 92.59 | |
| AdaGradNetwork=ResNet1012022.03 | 92.51 | |
| AdaGradNetwork=ResNet182022.03 | 92.45 | |
| AdaGradNetwork=ResNet502022.03 | 92.12 | |
| AdamNetwork=ResNeXt2022.03 | 91.78 | |
| AdaGradNetwork=ResNeXt2022.03 | 91.09 |