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/STARS

STARS

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

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

Computer Vision10 results

Pose EstimationonHumanEva-I
MMFDE@2000ms· 2023-02-09
321
best: 427 (TransFusion)
SOTA
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHuman3.6M
ADE· 2023-02-09
358
best: 858 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHuman3.6M
APD· 2023-02-09
15884
best: 19466 (TCD)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHuman3.6M
FDE· 2023-02-09
445
best: 867 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHuman3.6M
MMADE· 2023-02-09
442
best: 847 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHuman3.6M
MMFDE· 2023-02-09
471
best: 883 (MT-VAE)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHumanEva-I
ADE@2000ms· 2023-02-09
217
best: 772 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHumanEva-I
APD@2000ms· 2023-02-09
6031
best: 6764 (TCD)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHumanEva-I
FDE@2000ms· 2023-02-09
241
best: 749 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
Pose EstimationonHumanEva-I
MMADE@2000ms· 2023-02-09
328
best: 408 (TransFusion)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860

Methodology10 results

3DonHumanEva-I
MMFDE@2000ms· 2023-02-09
321
best: 427 (TransFusion)
SOTA
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHuman3.6M
ADE· 2023-02-09
358
best: 858 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHuman3.6M
APD· 2023-02-09
15884
best: 19466 (TCD)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHuman3.6M
FDE· 2023-02-09
445
best: 867 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHuman3.6M
MMADE· 2023-02-09
442
best: 847 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHuman3.6M
MMFDE· 2023-02-09
471
best: 883 (MT-VAE)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHumanEva-I
ADE@2000ms· 2023-02-09
217
best: 772 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHumanEva-I
APD@2000ms· 2023-02-09
6031
best: 6764 (TCD)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHumanEva-I
FDE@2000ms· 2023-02-09
241
best: 749 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
3DonHumanEva-I
MMADE@2000ms· 2023-02-09
328
best: 408 (TransFusion)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860

Audio10 results

1 Image, 2*2 StitchionHumanEva-I
MMFDE@2000ms· 2023-02-09
321
best: 427 (TransFusion)
SOTA
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHuman3.6M
ADE· 2023-02-09
358
best: 858 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHuman3.6M
APD· 2023-02-09
15884
best: 19466 (TCD)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHuman3.6M
FDE· 2023-02-09
445
best: 867 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHuman3.6M
MMADE· 2023-02-09
442
best: 847 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHuman3.6M
MMFDE· 2023-02-09
471
best: 883 (MT-VAE)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHumanEva-I
ADE@2000ms· 2023-02-09
217
best: 772 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHumanEva-I
APD@2000ms· 2023-02-09
6031
best: 6764 (TCD)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHumanEva-I
FDE@2000ms· 2023-02-09
241
best: 749 (HP-GAN)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860
1 Image, 2*2 StitchionHumanEva-I
MMADE@2000ms· 2023-02-09
328
best: 408 (TransFusion)
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors arXiv:2302.04860