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Models/SVG-LP (from Grid-keypoints)

SVG-LP (from Grid-keypoints)

Reported on 16 benchmarks across 2 tasks · 1 paper · 4 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· 2018-02-21
0.129
best: 0.029 (MSPred)
SOTA
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
Params (M)· 2018-02-21
22.8
SOTA
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
Cond· 2018-02-21
10
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
FVD· 2018-02-21
157.9
best: 395 (Struct-VRNN (from Grid-keypoints))
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
PSNR· 2018-02-21
23.91
best: 29.85 (WAM)
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
Pred· 2018-02-21
40
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
SSIM· 2018-02-21
0.8
best: 0.951 (MSPred)
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
VideoonKTH
Train· 2018-02-21
10
Stochastic Video Generation with a Learned Prior arXiv:1802.07687

Time Series8 results

Video PredictiononKTH
LPIPS· 2018-02-21
0.129
best: 0.029 (MSPred)
SOTA
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
Params (M)· 2018-02-21
22.8
SOTA
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
Cond· 2018-02-21
10
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
FVD· 2018-02-21
157.9
best: 395 (Struct-VRNN (from Grid-keypoints))
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
PSNR· 2018-02-21
23.91
best: 29.85 (WAM)
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
Pred· 2018-02-21
40
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
SSIM· 2018-02-21
0.8
best: 0.951 (MSPred)
Stochastic Video Generation with a Learned Prior arXiv:1802.07687
Video PredictiononKTH
Train· 2018-02-21
10
Stochastic Video Generation with a Learned Prior arXiv:1802.07687