Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ProCAN | 94.11 | No | ProCAN: Progressive Growing Channel Attentive No... | 2020-10-29 | - |
| 2 | GVAE | 93.1 | No | Variational Autoencoders for Feature Exploration... | 2023-11-27 | Code |
| 3 | Gated-Dilated | 92.57 | No | Gated-Dilated Networks for Lung Nodule Classific... | 2019-01-01 | - |
| 4 | NASLung (ours) | 90.77 | No | Learning Efficient, Explainable and Discriminati... | 2021-01-19 | Code |
| 5 | DeepLung | 90.44 | No | DeepLung: Deep 3D Dual Path Nets for Automated P... | 2018-01-25 | Code |
| 6 | Local-Global | 88.46 | No | Lung Nodule Classification using Deep Local-Glob... | 2019-04-23 | Code |