OpenCodePapers
animal-pose-estimation-on-horse-10
Pose Estimation
Animal Pose Estimation
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Code
PCK@0.3 (OOD)
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ModelName
ReleaseDate
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Pretraining boosts out-of-domain robustness for pose estimation
✓ Link
88.4
DeepLabCut-EfficientNet-B6
2019-09-24
Pretraining boosts out-of-domain robustness for pose estimation
✓ Link
86.9
DeepLabCut-EfficientNet-B4
2019-09-24
Pretraining boosts out-of-domain robustness for pose estimation
✓ Link
84.3
DeepLabCut-RESNET-101
2019-09-24
Pretraining boosts out-of-domain robustness for pose estimation
✓ Link
81.3
DeepLabCut-RESNET 50
2019-09-24
Pretraining boosts out-of-domain robustness for pose estimation
✓ Link
77.6
DeepLabCut-MOBILENETV2-1
2019-09-24
Pretraining boosts out-of-domain robustness for pose estimation
✓ Link
63.5
DeepLabCut-MOBILENETV2 0.35
2019-09-24
SuperAnimal pretrained pose estimation models for behavioral analysis
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0.1091
SuperAnimal-Quadruped HRNet-w32
2022-03-14
SuperAnimal pretrained pose estimation models for behavioral analysis
✓ Link
0.179
mmpose HRNet-w32 (w/ImageNet pretrained weights)
2022-03-14