Semi-Supervised Image Classification 벤치마크
Semi-Supervised Image Classification on cifar-10, 10 Labels
Accuracy (Test)
- 2020-06-16 — BOSS: Accuracy (Test) 95.1
| Rank | Model | Accuracy (Test) | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | BOSS | 95.1 | Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance | lnsmith54/BOSS | 2020 |
| 2 | MutexMatch | 76.06 | MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization | NJUyued/MutexMatch4SSL | 2022 |
| 3 | Semi-MMDC | 70.84±8.1 | Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering | boazlern/SSClustering | 2020 |
| 4 | BOSS | 95.1 | Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance | lnsmith54/BOSS | 2020 |
| 5 | MutexMatch | 76.06 | MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization | NJUyued/MutexMatch4SSL | 2022 |
| 6 | Semi-MMDC | 70.84±8.1 | Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering | boazlern/SSClustering | 2020 |