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Models/SAVP-VAE (from Grid-keypoints)

SAVP-VAE (from Grid-keypoints)

Reported on 16 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision8 results

VideoonKTH
LPIPS· 2018-04-04
0.116
best: 0.029 (MSPred)
SOTA
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
Cond· 2018-04-04
10
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
FVD· 2018-04-04
145.7
best: 395 (Struct-VRNN (from Grid-keypoints))
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
PSNR· 2018-04-04
26
best: 29.85 (WAM)
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
Params (M)· 2018-04-04
7.3
best: 22.8 (SVG-LP (from Grid-keypoints))
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
Pred· 2018-04-04
40
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
SSIM· 2018-04-04
0.806
best: 0.951 (MSPred)
Stochastic Adversarial Video Prediction arXiv:1804.01523
VideoonKTH
Train· 2018-04-04
10
Stochastic Adversarial Video Prediction arXiv:1804.01523

Time Series8 results

Video PredictiononKTH
LPIPS· 2018-04-04
0.116
best: 0.029 (MSPred)
SOTA
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
Cond· 2018-04-04
10
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
FVD· 2018-04-04
145.7
best: 395 (Struct-VRNN (from Grid-keypoints))
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
PSNR· 2018-04-04
26
best: 29.85 (WAM)
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
Params (M)· 2018-04-04
7.3
best: 22.8 (SVG-LP (from Grid-keypoints))
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
Pred· 2018-04-04
40
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
SSIM· 2018-04-04
0.806
best: 0.951 (MSPred)
Stochastic Adversarial Video Prediction arXiv:1804.01523
Video PredictiononKTH
Train· 2018-04-04
10
Stochastic Adversarial Video Prediction arXiv:1804.01523