Metric: Precision (higher is better)
| # | Model↕ | Precision▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ResNet-50 | 100 | No | Deep Residual Learning for Image Recognition | 2015-12-10 | Code |
| 2 | RegNetY-3.2GF | 99.97 | No | RegNet: Self-Regulated Network for Image Classif... | 2021-01-03 | Code |
| 3 | Res2Net-50 | 99.93 | No | Res2Net: A New Multi-scale Backbone Architecture | 2019-04-02 | Code |
| 4 | ResNeXt-50-32x4d | 99.91 | No | ResNet strikes back: An improved training proced... | 2021-10-01 | Code |
| 5 | ResNet-18 | 99.9 | No | Deep Residual Learning for Image Recognition | 2015-12-10 | Code |
| 6 | Efficientnet-b0 | 99.89 | No | EfficientNet: Rethinking Model Scaling for Convo... | 2019-05-28 | Code |
| 7 | DenseNet-169 | 99.87 | No | Densely Connected Convolutional Networks | 2016-08-25 | Code |