Imbalanced Semi-Supervised Learning on CIFAR-100 lambda=100 Long-Tailed (test)
58.3Error RateFixMatch + ABC
Evaluation results
| Method | Links | |
|---|---|---|
| FixMatch + ABCNumber of random seeds=32023.10 | 58.3 | |
| CoMatch + EPASS + ABCNumber of random seeds=32023.10 | 58.5 | |
| SimMatch + EPASS + ABCNumber of random seeds=32023.10 | 58.8 | |
| FlexMatch + ABCNumber of random seeds=32023.10 | 58.9 | |
| FreeMatch + ABCNumber of random seeds=32023.10 | 58.9 | |
| SimMatch + ABCNumber of random seeds=32023.10 | 58.9 | |
| CoMatch + ABCNumber of random seeds=32023.10 | 59 | |
| SimMatch + EPASSNumber of random seeds=32023.10 | 59.6 | |
| CoMatch + EPASSNumber of random seeds=32023.10 | 59.8 | |
| CoMatchNumber of random seeds=32023.10 | 60 | |
| SimMatchNumber of random seeds=32023.10 | 60.1 | |
| SoftMatchNumber of random seeds=32023.10 | 61.1 | |
| FixMatchNumber of random seeds=32023.10 | 62.5 | |
| FreeMatchNumber of random seeds=32023.10 | 62.5 | |
| FlexMatchNumber of random seeds=32023.10 | 62.7 |