Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Pose-Knows

Pose-Knows

Reported on 30 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Computer Vision10 results

Pose EstimationonHuman3.6M
CMD· 2017-04-28
6.326
best: 11.692 (DiverseSampling)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHuman3.6M
FDE· 2017-04-28
560
best: 867 (HP-GAN)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHuman3.6M
FID· 2017-04-28
0.538
best: 0.209 (BeLFusion)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHuman3.6M
MMFDE· 2017-04-28
569
best: 883 (MT-VAE)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHuman3.6M
ADE· 2017-04-28
461
best: 858 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHuman3.6M
APD· 2017-04-28
6723
best: 19466 (TCD)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHuman3.6M
MMADE· 2017-04-28
522
best: 847 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHumanEva-I
ADE@2000ms· 2017-04-28
269
best: 772 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHumanEva-I
APD@2000ms· 2017-04-28
2308
best: 6764 (TCD)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
Pose EstimationonHumanEva-I
FDE@2000ms· 2017-04-28
296
best: 749 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053

Methodology10 results

3DonHuman3.6M
CMD· 2017-04-28
6.326
best: 11.692 (DiverseSampling)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHuman3.6M
FDE· 2017-04-28
560
best: 867 (HP-GAN)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHuman3.6M
FID· 2017-04-28
0.538
best: 0.209 (BeLFusion)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHuman3.6M
MMFDE· 2017-04-28
569
best: 883 (MT-VAE)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHuman3.6M
ADE· 2017-04-28
461
best: 858 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHuman3.6M
APD· 2017-04-28
6723
best: 19466 (TCD)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHuman3.6M
MMADE· 2017-04-28
522
best: 847 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHumanEva-I
ADE@2000ms· 2017-04-28
269
best: 772 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHumanEva-I
APD@2000ms· 2017-04-28
2308
best: 6764 (TCD)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
3DonHumanEva-I
FDE@2000ms· 2017-04-28
296
best: 749 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053

Audio10 results

1 Image, 2*2 StitchionHuman3.6M
CMD· 2017-04-28
6.326
best: 11.692 (DiverseSampling)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHuman3.6M
FDE· 2017-04-28
560
best: 867 (HP-GAN)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHuman3.6M
FID· 2017-04-28
0.538
best: 0.209 (BeLFusion)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHuman3.6M
MMFDE· 2017-04-28
569
best: 883 (MT-VAE)
SOTA
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHuman3.6M
ADE· 2017-04-28
461
best: 858 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHuman3.6M
APD· 2017-04-28
6723
best: 19466 (TCD)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHuman3.6M
MMADE· 2017-04-28
522
best: 847 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHumanEva-I
ADE@2000ms· 2017-04-28
269
best: 772 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHumanEva-I
APD@2000ms· 2017-04-28
2308
best: 6764 (TCD)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053
1 Image, 2*2 StitchionHumanEva-I
FDE@2000ms· 2017-04-28
296
best: 749 (HP-GAN)
The Pose Knows: Video Forecasting by Generating Pose Futures arXiv:1705.00053