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Models/PredFormer

PredFormer

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision4 results

VideoonMoving MNIST
MAE· 2024-10-07
41.96
SOTA
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733
VideoonMoving MNIST
MSE· 2024-10-07
11.62
SOTA
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733
VideoonMoving MNIST
PSNR· 2024-10-07
39.89
SOTA
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733
VideoonMoving MNIST
SSIM· 2024-10-07
0.9742
best: 0.975 (MSPred)
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733

Time Series4 results

Video PredictiononMoving MNIST
MAE· 2024-10-07
41.96
SOTA
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733
Video PredictiononMoving MNIST
MSE· 2024-10-07
11.62
SOTA
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733
Video PredictiononMoving MNIST
PSNR· 2024-10-07
39.89
SOTA
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733
Video PredictiononMoving MNIST
SSIM· 2024-10-07
0.9742
best: 0.975 (MSPred)
Video Prediction Transformers without Recurrence or Convolution arXiv:2410.04733