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Models/Grid-keypoints

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· 2021-07-28
0.092
best: 0.029 (MSPred)
SOTA
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
Cond· 2021-07-28
10
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
FVD· 2021-07-28
144.2
best: 395 (Struct-VRNN (from Grid-keypoints))
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
PSNR· 2021-07-28
27.11
best: 29.85 (WAM)
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
Params (M)· 2021-07-28
2
best: 22.8 (SVG-LP (from Grid-keypoints))
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
Pred· 2021-07-28
40
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
SSIM· 2021-07-28
0.837
best: 0.951 (MSPred)
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
VideoonKTH
Train· 2021-07-28
10
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170

Time Series8 results

Video PredictiononKTH
LPIPS· 2021-07-28
0.092
best: 0.029 (MSPred)
SOTA
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
Cond· 2021-07-28
10
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
FVD· 2021-07-28
144.2
best: 395 (Struct-VRNN (from Grid-keypoints))
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
PSNR· 2021-07-28
27.11
best: 29.85 (WAM)
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
Params (M)· 2021-07-28
2
best: 22.8 (SVG-LP (from Grid-keypoints))
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
Pred· 2021-07-28
40
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
SSIM· 2021-07-28
0.837
best: 0.951 (MSPred)
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170
Video PredictiononKTH
Train· 2021-07-28
10
Accurate Grid Keypoint Learning for Efficient Video Prediction arXiv:2107.13170