CorInfomax (ResNet18)

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision3 results

Self-Supervised LearningonCIFAR-100
Top-1 Accuracy· 2022-09-16
71.61
SOTA
Self-Supervised Learning with an Information Maximization Criterion arXiv:2209.07999
Self-Supervised LearningonCIFAR-10
Top-1 Accuracy· 2022-09-16
93.18
SOTA
Self-Supervised Learning with an Information Maximization Criterion arXiv:2209.07999
Self-Supervised LearningonImageNet-100 (TEMI Split)
Top-1 Accuracy· 2022-09-16
80.48
best: 82.64 (CorInfomax (ResNet50))
Self-Supervised Learning with an Information Maximization Criterion arXiv:2209.07999