Image Classification on Tiny-ImageNet (Acc@1, Acc@5)
74.27Top-1 AccuracyS2-FracMix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| S2-FracMixBackbone=ResXt502026.06 | 74.27 | — | |
| AdAutoMixBackbone=ResXt502026.06 | 72.89 | — | |
| AutoMixBackbone=ResXt502026.06 | 70.72 | — | |
| S2-FracMixBackbone=Res182026.06 | 70.38 | — | |
| ResNet-18Params (M)=11.72026.04 | 69.3 | 84.8 | |
| AdAutoMixBackbone=Res182026.06 | 69.19 | — | |
| PuzzleMixBackbone=ResXt502026.06 | 67.83 | — | |
| AutoMixBackbone=Res182026.06 | 67.33 | — | |
| SaliencyMixBackbone=ResXt502026.06 | 66.55 | — | |
| CutMixBackbone=ResXt502026.06 | 66.47 | — | |
| MixUpBackbone=ResXt502026.06 | 66.36 | — | |
| ResizeMixBackbone=ResXt502026.06 | 65.87 | — | |
| PuzzleMixBackbone=Res182026.06 | 65.81 | — | |
| CutMixBackbone=Res182026.06 | 65.53 | — | |
| FMixBackbone=ResXt502026.06 | 65.08 | — | |
| VanillaBackbone=ResXt502026.06 | 65.04 | — | |
| SaliencyMixBackbone=Res182026.06 | 64.6 | — | |
| MixUpBackbone=Res182026.06 | 63.86 | — | |
| ResizeMixBackbone=Res182026.06 | 63.74 | — | |
| FMixBackbone=Res182026.06 | 63.47 | — | |
| VanillaBackbone=Res182026.06 | 61.68 | — | |
| MobileNet V3Params (M)=2.52026.04 | 58.5 | 83.4 | |
| GSTNParams (M)=0.92026.04 | 58.1 | 81.7 | |
| SqueezeNetParams (M)=1.22026.04 | 54.7 | 77.1 | |
| ShuffleNet V2Params (M)=1.42026.04 | 50.9 | 73.4 |