Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Triple-GAN-V2 (CNN-13) | 96.39 | No | Triple Generative Adversarial Networks | 2019-12-20 | Code |
| 2 | MixMatch | 96.36 | No | MixMatch: A Holistic Approach to Semi-Supervised... | 2019-05-06 | Code |
| 3 | Triple-GAN-V2 (CNN-13, no aug) | 96.16 | No | Triple Generative Adversarial Networks | 2019-12-20 | Code |
| 4 | Dual Student | 96.04 | No | Dual Student: Breaking the Limits of the Teacher... | 2019-09-03 | Code |
| 5 | FCE | 95.53 | No | Flow Contrastive Estimation of Energy-Based Models | 2019-12-02 | Code |
| 6 | SESEMI SSL (ConvNet) | 93.5 | No | Exploring Self-Supervised Regularization for Sup... | 2019-06-25 | Code |