Revisiting Self-Supervised Visual Representation Learning

Benchmark Model Rank Results
self-supervised-image-classification-on-imagenetRevisited Rotation (RevNet-50 ×4)#123Top 1 Accuracy: 55.4%Top 5 Accuracy: 77.9%Number of Params: 86M
self-supervised-image-classification-on-imagenetRevisited Rel.Patch.Loc (ResNet50 ×2)#125Top 1 Accuracy: 51.4%Top 5 Accuracy: 74.0%Number of Params: 94M
self-supervised-image-classification-on-imagenetRevisited Exemplar (ResNet-50 ×3)#128Top 1 Accuracy: 46.0%Top 5 Accuracy: 68.8%Number of Params: 211M
self-supervised-image-classification-on-imagenetRevisited Jigsaw (ResNet50 ×2)#129Top 1 Accuracy: 44.6%Top 5 Accuracy: 68.0%Number of Params: 94M