Paper | Code | Percentage error | ModelName | ReleaseDate |
---|---|---|---|---|
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning | ✓ Link | 2.51 | ShrinkMatch | 2023-08-13 |
Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering | ✓ Link | 3.09±0.54 | Semi-MMDC | 2020-12-01 |
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization | ✓ Link | 3.45 | MutexMatch (k=0.6C) | 2022-03-27 |
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence | ✓ Link | 7.65±7.65 | FixMatch (CTA) | 2020-01-21 |
DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision | ✓ Link | 15.37±11.81 | DoubleMatch | 2022-05-11 |