Self Supervised Learning On Dabs
Metrics
Images u0026 Text
Med. Imaging
Natural Images
Sensors
Speech
Text
Results
Performance results of various models on this benchmark
Model Name | Images u0026 Text | Med. Imaging | Natural Images | Sensors | Speech | Text | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|
| Pretraining: ShED | 54.3 | 74.5 | 20.9 | 88.7 | 36.5 | 48.4 | DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning | |
| Pretraining: e-Mix | 48.9 | 72.4 | 27.9 | 79.5 | 41.8 | 44.1 | DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning | |
| Pretraining: None | 57.5 | 68.1 | 10.1 | 69.8 | 24.9 | 42.3 | DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning |
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