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Models/Conv-TT-LSTM

Conv-TT-LSTM

Reported on 10 benchmarks across 2 tasks · 1 paper

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

Computer Vision5 results

VideoonKTH
Cond· 2020-02-21
10
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
VideoonKTH
LPIPS· 2020-02-21
0.196
best: 0.029 (MSPred)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
VideoonKTH
PSNR· 2020-02-21
27.62
best: 29.85 (WAM)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
VideoonKTH
Pred· 2020-02-21
20
best: 40 (Grid-keypoints)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
VideoonKTH
SSIM· 2020-02-21
0.815
best: 0.951 (MSPred)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131

Time Series5 results

Video PredictiononKTH
Cond· 2020-02-21
10
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
Video PredictiononKTH
LPIPS· 2020-02-21
0.196
best: 0.029 (MSPred)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
Video PredictiononKTH
PSNR· 2020-02-21
27.62
best: 29.85 (WAM)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
Video PredictiononKTH
Pred· 2020-02-21
20
best: 40 (Grid-keypoints)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131
Video PredictiononKTH
SSIM· 2020-02-21
0.815
best: 0.951 (MSPred)
Convolutional Tensor-Train LSTM for Spatio-temporal Learning arXiv:2002.09131