| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| MixMatch: A Holistic Approach to Semi-Supervised Learning | ✓ Link | 92.25 | MixMatch | 2019-05-06 |
| In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning | ✓ Link | 91.82 | UPS (CNN-13) | 2021-01-15 |
| Triple Generative Adversarial Networks | ✓ Link | 91.59 | Triple-GAN-V2 (ResNet-26) | 2019-12-20 |
| LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching | 89.04 | LiDAM | 2020-10-13 | |
| Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning | ✓ Link | 85.83 | Dual Student (600) | 2019-09-03 |
| Triple Generative Adversarial Networks | ✓ Link | 85.00 | Triple-GAN-V2 (CNN-13) | 2019-12-20 |
| Interpolation Consistency Training for Semi-Supervised Learning | ✓ Link | 84.52 | ICT (CNN-13) | 2019-03-09 |
| Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning | ✓ Link | 82.12 | SESEMI SSL (ConvNet) | 2019-06-25 |
| Triple Generative Adversarial Networks | ✓ Link | 81.81 | Triple-GAN-V2 (CNN-13, no aug) | 2019-12-20 |