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Models/HRNet-W32 (trained on COCO 2017 with 50 % style-transferred Material)

HRNet-W32 (trained on COCO 2017 with 50 % style-transferred Material)

Reported on 15 benchmarks across 5 tasks · 1 paper

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

Computer Vision6 results

Pose EstimationonPoPArt
mAP· 2022-07-06
24.13
best: 52.58 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
Pose EstimationonPoPArt
mAP@0.5· 2022-07-06
30.52
best: 63.92 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
Pose EstimationonPoPArt
mAP@0.75· 2022-07-06
26.65
best: 57.35 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
Multi-Person Pose EstimationonPoPArt
mAP· 2022-07-06
24.13
best: 52.58 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
Multi-Person Pose EstimationonPoPArt
mAP@0.5· 2022-07-06
30.52
best: 63.92 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
Multi-Person Pose EstimationonPoPArt
mAP@0.75· 2022-07-06
26.65
best: 57.35 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976

Methodology3 results

3DonPoPArt
mAP· 2022-07-06
24.13
best: 52.58 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
3DonPoPArt
mAP@0.5· 2022-07-06
30.52
best: 63.92 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
3DonPoPArt
mAP@0.75· 2022-07-06
26.65
best: 57.35 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976

Knowledge Base3 results

2D Human Pose EstimationonPoPArt
mAP· 2022-07-06
24.13
best: 52.58 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
2D Human Pose EstimationonPoPArt
mAP@0.5· 2022-07-06
30.52
best: 63.92 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
2D Human Pose EstimationonPoPArt
mAP@0.75· 2022-07-06
26.65
best: 57.35 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976

Audio3 results

1 Image, 2*2 StitchionPoPArt
mAP· 2022-07-06
24.13
best: 52.58 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
1 Image, 2*2 StitchionPoPArt
mAP@0.5· 2022-07-06
30.52
best: 63.92 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976
1 Image, 2*2 StitchionPoPArt
mAP@0.75· 2022-07-06
26.65
best: 57.35 (HRNet-W32)
Semi-supervised Human Pose Estimation in Art-historical Images arXiv:2207.02976