| Paper | Code | All accuracy (10% Labeled) | Novel accuracy (10% Labeled) | Seen accuracy (10% Labeled) | All accuracy (50% Labeled) | Novel accuracy (50% Labeled) | Seen accuracy (50% Labeled) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|
| Towards Realistic Semi-Supervised Learning | ✓ Link | 60.3 | 52.1 | 68.5 | TRSSL (ResNet-18) | 2022-07-05 | |||
| OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning | ✓ Link | 47.7 | 40.0 | 55.0 | 60.1 | 46.8 | 73.5 | OpenLDN (ResNet-18) | 2022-07-05 |
| Open-World Semi-Supervised Learning | ✓ Link | 38.6 | 31.8 | 52.5 | 48.1 | 43.0 | 66.9 | ORCA (ResNet-18) | 2021-02-06 |