Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SemiOccam | 95.43 | No | ViTSGMM: A Robust Semi-Supervised Image Recognit... | 2025-06-04 | Code |
| 2 | RelationMatch | 86.06 | No | RelationMatch: Matching In-batch Relationships f... | 2023-05-17 | Code |
| 3 | ShrinkMatch | 85.98 | No | Shrinking Class Space for Enhanced Certainty in ... | 2023-08-13 | Code |
| 4 | NP-Match | 85.8 | No | NP-Match: When Neural Processes meet Semi-Superv... | 2022-07-03 | Code |