Image Classification on Classical SSL Benchmarks Overall (aggregated)
3.58Friedman RankSemi-SST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Semi-SSTBackbone=ViT-Small, Pre-training=DINO2025.05 | 3.58 | 1 | 8.99 | |
| Super-SSTBackbone=ViT-Small, Pre-training=DINO2025.05 | 5.08 | 2 | 10.82 | |
| SimMatchV22025.05 | 5.25 | 3 | 11.81 | |
| AdaMatch2025.05 | 6 | 5 | 12.1 | |
| CRMatch2025.05 | 6.17 | 4 | 13.78 | |
| SimMatch2025.05 | 6.58 | 6 | 12.11 | |
| FixMatch2025.05 | 6.83 | 7 | 14.75 | |
| CoMatch2025.05 | 7.17 | 8 | 13.41 | |
| FlexMatch2025.05 | 7.58 | 9 | 14.19 | |
| UDA2025.05 | 8 | 10 | 15.11 | |
| Dash2025.05 | 8.25 | 11 | 15.32 | |
| ReMixMatch2025.05 | 9.5 | 12 | 14.95 | |
| MixMatch2025.05 | 12.92 | 13 | 27.09 | |
| Mean Teacher2025.05 | 13.67 | 14 | 40.01 | |
| VAT2025.05 | 14.67 | 15 | 45.23 | |
| Pseudo-Labeling2025.05 | 16.08 | 16 | 48.42 | |
| Pi-Model2025.05 | 16.17 | 17 | 48.2 |