Exploring Simple Siamese Representation Learning

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Benchmark Model Rank Results
object-detection-on-pascal-voc-2007SimSiam ResNet-50 + Faster R-CNN (optimal) (extra data)#7MAP: 82.4%
self-supervised-image-classification-on-imagenetSimSiam (ResNet-50)#92Top 1 Accuracy: 71.3%Number of Params: 24M
instance-segmentation-on-coco-minivalSimSiam ResNet-50 + Mask R-CNN (optimal) (extra data)#112mask AP: 34.4
object-detection-on-coco-val2017SimSiam ResNet-50 + Mask R-CNN (optimal) (extra data)#399box AP: 39.2
image-classification-on-imagenetSimSiam ResNet-50 (800 epochs)#1057Top 1 Accuracy: 71.3%

Rank counts only results with a code link.