Imbalanced Semi-Supervised Learning on CIFAR-10 Long-Tailed lambda=150 (test)
0.202Error RateSimMatch + EPASS + ABC
Evaluation Results
| Method | Links | |
|---|---|---|
| SimMatch + EPASS + ABCNumber of random seeds=32023.10 | 0.202 | |
| SimMatch + ABCNumber of random seeds=32023.10 | 0.205 | |
| FixMatch + ABCNumber of random seeds=32023.10 | 0.223 | |
| FreeMatch + ABCNumber of random seeds=32023.10 | 0.223 | |
| CoMatch + EPASS + ABCNumber of random seeds=32023.10 | 0.224 | |
| FlexMatch + ABCNumber of random seeds=32023.10 | 0.231 | |
| CoMatch + ABCNumber of random seeds=32023.10 | 0.231 | |
| SoftMatchNumber of random seeds=32023.10 | 0.274 | |
| SimMatch + EPASSNumber of random seeds=32023.10 | 0.284 | |
| SimMatchNumber of random seeds=32023.10 | 0.287 | |
| FreeMatchNumber of random seeds=32023.10 | 0.288 | |
| FlexMatchNumber of random seeds=32023.10 | 0.295 | |
| CoMatch + EPASSNumber of random seeds=32023.10 | 0.296 | |
| CoMatchNumber of random seeds=32023.10 | 0.301 | |
| FixMatchNumber of random seeds=32023.10 | 0.312 |