Imbalanced Semi-Supervised Learning on CIFAR-10 LT Ratio 50 (test)
13.3Error RateSimMatch + EPASS + ABC
Evaluation results
| Method | Links | |
|---|---|---|
| SimMatch + EPASS + ABCNumber of random seeds=32023.10 | 13.3 | |
| FreeMatch + ABCNumber of random seeds=32023.10 | 13.9 | |
| FixMatch + ABCNumber of random seeds=32023.10 | 14 | |
| CoMatch + EPASS + ABCNumber of random seeds=32023.10 | 14 | |
| CoMatch + ABCNumber of random seeds=32023.10 | 14.1 | |
| FlexMatch + ABCNumber of random seeds=32023.10 | 14.2 | |
| SimMatch + ABCNumber of random seeds=32023.10 | 14.5 | |
| CoMatch + EPASSNumber of random seeds=32023.10 | 16.1 | |
| CoMatchNumber of random seeds=32023.10 | 16.3 | |
| SoftMatchNumber of random seeds=32023.10 | 16.6 | |
| FreeMatchNumber of random seeds=32023.10 | 17.7 | |
| FlexMatchNumber of random seeds=32023.10 | 17.8 | |
| SimMatch + EPASSNumber of random seeds=32023.10 | 18.2 | |
| FixMatchNumber of random seeds=32023.10 | 18.5 | |
| SimMatchNumber of random seeds=32023.10 | 20.3 |