Pretraining: ShED

Reported on 6 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Self-Supervised LearningonDABS
Med. Imaging· 2021-11-23
74.5
SOTA
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning arXiv:2111.12062
Self-Supervised LearningonDABS
Sensors· 2021-11-23
88.7
SOTA
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning arXiv:2111.12062
Self-Supervised LearningonDABS
Text· 2021-11-23
48.4
SOTA
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning arXiv:2111.12062
Self-Supervised LearningonDABS
Images & Text· 2021-11-23
54.3
best: 57.5 (Pretraining: None)
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning arXiv:2111.12062
Self-Supervised LearningonDABS
Natural Images· 2021-11-23
20.9
best: 27.9 (Pretraining: e-Mix)
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning arXiv:2111.12062
Self-Supervised LearningonDABS
Speech· 2021-11-23
36.5
best: 41.8 (Pretraining: e-Mix)
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning arXiv:2111.12062