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Models/Wang et al.

Wang et al.

Reported on 11 benchmarks across 7 tasks · 4 papers · 7 SOTA

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

Computer Vision6 results

HandonChaLearn val
Accuracy· 2017-01-07
39.23
best: 57.4 (8-MFFs-3f1c (5 crop))
SOTA
Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks arXiv:1701.01814
Gesture RecognitiononChaLearn val
Accuracy· 2017-01-07
39.23
best: 57.4 (8-MFFs-3f1c (5 crop))
SOTA
Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks arXiv:1701.01814
3D Human Pose EstimationonHumanEva-I
Mean Reconstruction Error (mm)· 2014-06-09
71.3
best: 9.2 (GLA-GCN (T=27, GT))
SOTA
Robust Estimation of 3D Human Poses from a Single Image arXiv:1406.2282
Pose EstimationonHumanEva-I
Mean Reconstruction Error (mm)· 2014-06-09
71.3
best: 9.2 (GLA-GCN (T=27, GT))
SOTA
Robust Estimation of 3D Human Poses from a Single Image arXiv:1406.2282
3D Human Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2019-08-18
83
best: 131.7 (Rhodin et al.)
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning arXiv:1908.06377
Pose EstimationonHuman3.6M
Average MPJPE (mm)· 2019-08-18
83
best: 131.7 (Rhodin et al.)
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning arXiv:1908.06377

Methodology2 results

3DonHumanEva-I
Mean Reconstruction Error (mm)· 2014-06-09
71.3
best: 9.2 (GLA-GCN (T=27, GT))
SOTA
Robust Estimation of 3D Human Poses from a Single Image arXiv:1406.2282
3DonHuman3.6M
Average MPJPE (mm)· 2019-08-18
83
best: 131.7 (Rhodin et al.)
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning arXiv:1908.06377

Audio2 results

1 Image, 2*2 StitchionHumanEva-I
Mean Reconstruction Error (mm)· 2014-06-09
71.3
best: 9.2 (GLA-GCN (T=27, GT))
SOTA
Robust Estimation of 3D Human Poses from a Single Image arXiv:1406.2282
1 Image, 2*2 StitchionHuman3.6M
Average MPJPE (mm)· 2019-08-18
83
best: 131.7 (Rhodin et al.)
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning arXiv:1908.06377

Medical1 result

Medical Image SegmentationonBRATS-2017 val
Dice Score· 2017-09-01
0.905
best: 0.9096 (SegFormer3D)
SOTA
Automatic Brain Tumor Segmentation using Cascaded Anisotropic Convolutional Neural Networks arXiv:1709.00382