DeepLabCut-EfficientNet-B4

Reported on 4 benchmarks across 4 tasks · 1 paper

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

Computer Vision2 results

Pose EstimationonHorse-10
PCK@0.3 (OOD)· 2019-09-24
86.9
best: 88.4 (DeepLabCut-EfficientNet-B6)
Pretraining boosts out-of-domain robustness for pose estimation arXiv:1909.11229
Animal Pose EstimationonHorse-10
PCK@0.3 (OOD)· 2019-09-24
86.9
best: 88.4 (DeepLabCut-EfficientNet-B6)
Pretraining boosts out-of-domain robustness for pose estimation arXiv:1909.11229

Methodology1 result

3DonHorse-10
PCK@0.3 (OOD)· 2019-09-24
86.9
best: 88.4 (DeepLabCut-EfficientNet-B6)
Pretraining boosts out-of-domain robustness for pose estimation arXiv:1909.11229

Audio1 result

1 Image, 2*2 StitchionHorse-10
PCK@0.3 (OOD)· 2019-09-24
86.9
best: 88.4 (DeepLabCut-EfficientNet-B6)
Pretraining boosts out-of-domain robustness for pose estimation arXiv:1909.11229