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Models/DSF

DSF

Reported on 24 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision8 results

Pose EstimationonHuman3.6M
APD· 2019-07-11
9330
best: 19466 (TCD)
SOTA
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHumanEva-I
APD@2000ms· 2019-07-11
4538
best: 6764 (TCD)
SOTA
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHuman3.6M
ADE· 2019-07-11
493
best: 858 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHuman3.6M
FDE· 2019-07-11
592
best: 867 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHuman3.6M
MMADE· 2019-07-11
550
best: 847 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHuman3.6M
MMFDE· 2019-07-11
599
best: 883 (MT-VAE)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHumanEva-I
ADE@2000ms· 2019-07-11
273
best: 772 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
Pose EstimationonHumanEva-I
FDE@2000ms· 2019-07-11
290
best: 749 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967

Methodology8 results

3DonHuman3.6M
APD· 2019-07-11
9330
best: 19466 (TCD)
SOTA
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHumanEva-I
APD@2000ms· 2019-07-11
4538
best: 6764 (TCD)
SOTA
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHuman3.6M
ADE· 2019-07-11
493
best: 858 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHuman3.6M
FDE· 2019-07-11
592
best: 867 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHuman3.6M
MMADE· 2019-07-11
550
best: 847 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHuman3.6M
MMFDE· 2019-07-11
599
best: 883 (MT-VAE)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHumanEva-I
ADE@2000ms· 2019-07-11
273
best: 772 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
3DonHumanEva-I
FDE@2000ms· 2019-07-11
290
best: 749 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967

Audio8 results

1 Image, 2*2 StitchionHuman3.6M
APD· 2019-07-11
9330
best: 19466 (TCD)
SOTA
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHumanEva-I
APD@2000ms· 2019-07-11
4538
best: 6764 (TCD)
SOTA
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHuman3.6M
ADE· 2019-07-11
493
best: 858 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHuman3.6M
FDE· 2019-07-11
592
best: 867 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHuman3.6M
MMADE· 2019-07-11
550
best: 847 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHuman3.6M
MMFDE· 2019-07-11
599
best: 883 (MT-VAE)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHumanEva-I
ADE@2000ms· 2019-07-11
273
best: 772 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967
1 Image, 2*2 StitchionHumanEva-I
FDE@2000ms· 2019-07-11
290
best: 749 (HP-GAN)
Diverse Trajectory Forecasting with Determinantal Point Processes arXiv:1907.04967