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Models/DHMP

DHMP

Reported on 15 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision5 results

Pose EstimationonHumanEva-I
APD@2000ms· 2022-07-15
6109
best: 6764 (TCD)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
Pose EstimationonHumanEva-I
MMADE@2000ms· 2022-07-15
342
best: 408 (TransFusion)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
Pose EstimationonHumanEva-I
MMFDE@2000ms· 2022-07-15
316
best: 427 (TransFusion)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
Pose EstimationonHumanEva-I
ADE@2000ms· 2022-07-15
220
best: 772 (HP-GAN)
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
Pose EstimationonHumanEva-I
FDE@2000ms· 2022-07-15
234
best: 749 (HP-GAN)
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351

Methodology5 results

3DonHumanEva-I
APD@2000ms· 2022-07-15
6109
best: 6764 (TCD)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
3DonHumanEva-I
MMADE@2000ms· 2022-07-15
342
best: 408 (TransFusion)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
3DonHumanEva-I
MMFDE@2000ms· 2022-07-15
316
best: 427 (TransFusion)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
3DonHumanEva-I
ADE@2000ms· 2022-07-15
220
best: 772 (HP-GAN)
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
3DonHumanEva-I
FDE@2000ms· 2022-07-15
234
best: 749 (HP-GAN)
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351

Audio5 results

1 Image, 2*2 StitchionHumanEva-I
APD@2000ms· 2022-07-15
6109
best: 6764 (TCD)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
1 Image, 2*2 StitchionHumanEva-I
MMADE@2000ms· 2022-07-15
342
best: 408 (TransFusion)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
1 Image, 2*2 StitchionHumanEva-I
MMFDE@2000ms· 2022-07-15
316
best: 427 (TransFusion)
SOTA
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
1 Image, 2*2 StitchionHumanEva-I
ADE@2000ms· 2022-07-15
220
best: 772 (HP-GAN)
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351
1 Image, 2*2 StitchionHumanEva-I
FDE@2000ms· 2022-07-15
234
best: 749 (HP-GAN)
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space arXiv:2207.07351