Self-Supervised Learning on DABS
Images & Text
- 2021-11-23 — Pretraining: None: Images & Text 57.5
| Rank | Model | Images & Text | Med. Imaging | Natural Images | Sensors | Speech | Text | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Pretraining: None | 57.5 | 68.1 | 10.1 | 69.8 | 24.9 | 42.3 | DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning | alextamkin/dabs | 2021 |
| 2 | Pretraining: ShED | 54.3 | 74.5 | 20.9 | 88.7 | 36.5 | 48.4 | DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning | alextamkin/dabs | 2021 |
| 3 | Pretraining: e-Mix | 48.9 | 72.4 | 27.9 | 79.5 | 41.8 | 44.1 | DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning | alextamkin/dabs | 2021 |