Medical Image Classification on NCT-CRC-HE-100K
Metric: F1-Score (higher is better)
Metric: F1-Score (higher is better)
| # | Model↕ | F1-Score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Efficientnet-b0 | 97.48 | No | EfficientNet: Rethinking Model Scaling for Convo... | 2019-05-28 | Code |
| 2 | ResNeXt-50-32x4d | 97.46 | No | ResNet strikes back: An improved training proced... | 2021-10-01 | Code |
| 3 | RegNetY-3.2GF | 97.39 | No | RegNet: Self-Regulated Network for Image Classif... | 2021-01-03 | Code |
| 4 | ResNet-50 | 97.09 | No | Deep Residual Learning for Image Recognition | 2015-12-10 | Code |
| 5 | DenseNet-169 | 96.9 | No | Densely Connected Convolutional Networks | 2016-08-25 | Code |
| 6 | Res2Net-50 | 96.25 | No | Res2Net: A New Multi-scale Backbone Architecture | 2019-04-02 | Code |
| 7 | ResNet-18 | 95.23 | No | Deep Residual Learning for Image Recognition | 2015-12-10 | Code |