Pretraining boosts out-of-domain robustness for pose estimation

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Benchmark Model Rank Results
animal-pose-estimation-on-horse-10DeepLabCut-EfficientNet-B6#1PCK@0.3 (OOD): 88.4
animal-pose-estimation-on-horse-10DeepLabCut-EfficientNet-B4#2PCK@0.3 (OOD): 86.9
animal-pose-estimation-on-horse-10DeepLabCut-RESNET-101#3PCK@0.3 (OOD): 84.3
animal-pose-estimation-on-horse-10DeepLabCut-RESNET 50#4PCK@0.3 (OOD): 81.3
animal-pose-estimation-on-horse-10DeepLabCut-MOBILENETV2-1#5PCK@0.3 (OOD): 77.6
animal-pose-estimation-on-horse-10DeepLabCut-MOBILENETV2 0.35#6PCK@0.3 (OOD): 63.5

Rank counts only results with a code link.