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Models/SimVP

SimVP

Reported on 10 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision5 results

VideoonMoving MNIST
MSE· 2022-06-09
23.8
best: 11.62 (PredFormer)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
VideoonHuman3.6M
MAE· 2022-06-09
1510
best: 1120 (IAM4VP)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
VideoonHuman3.6M
MSE· 2022-06-09
316
best: 126 (IAM4VP)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
VideoonHuman3.6M
SSIM· 2022-06-09
0.904
best: 0.942 (IAM4VP)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
VideoonMoving MNIST
SSIM· 2022-06-09
0.948
best: 0.975 (MSPred)
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099

Time Series5 results

Video PredictiononMoving MNIST
MSE· 2022-06-09
23.8
best: 11.62 (PredFormer)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
Video PredictiononHuman3.6M
MAE· 2022-06-09
1510
best: 1120 (IAM4VP)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
Video PredictiononHuman3.6M
MSE· 2022-06-09
316
best: 126 (IAM4VP)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
Video PredictiononHuman3.6M
SSIM· 2022-06-09
0.904
best: 0.942 (IAM4VP)
SOTA
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099
Video PredictiononMoving MNIST
SSIM· 2022-06-09
0.948
best: 0.975 (MSPred)
SimVP: Simpler yet Better Video Prediction arXiv:2206.05099