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ResearchFormerly WizWand

Rollout Prediction on PDEBench diff-sorp (test)

0.105nRMSEGITS
0.069440.309470.54950.78953Mar 18, 2026
Updated 7mo ago

Evaluation results

MethodLinks
GITSBackbone=FNO, Sampling Ratio=0.202026.030.105
PRISMBackbone=FNO, Sampling Ratio=0.202026.030.118
uniformBackbone=FNO, Sampling Ratio=0.202026.030.135
GITSBackbone=Transformer, Sampling Ratio=0.202026.030.14
GradMatchBackbone=Transformer, Sampling Ratio=0.202026.030.156
coverage-onlyBackbone=Transformer, Sampling Ratio=0.202026.030.16
GLISTERBackbone=FNO, Sampling Ratio=0.202026.030.163
loss-onlyBackbone=Transformer, Sampling Ratio=0.202026.030.17
PRISMBackbone=Transformer, Sampling Ratio=0.202026.030.179
GradMatchBackbone=FNO, Sampling Ratio=0.202026.030.183
coverage-onlyBackbone=FNO, Sampling Ratio=0.202026.030.187
uniformBackbone=Transformer, Sampling Ratio=0.202026.030.213
GLISTERBackbone=Transformer, Sampling Ratio=0.202026.030.238
loss-onlyBackbone=FNO, Sampling Ratio=0.202026.030.309
uniformBackbone=ConvLSTM, Sampling Ratio=0.202026.030.316
GITSBackbone=U-Net, Sampling Ratio=0.202026.030.433
GradMatchBackbone=U-Net, Sampling Ratio=0.202026.030.484
GLISTERBackbone=U-Net, Sampling Ratio=0.202026.030.549
PRISMBackbone=U-Net, Sampling Ratio=0.202026.030.562
GLISTERBackbone=ConvLSTM, Sampling Ratio=0.202026.030.587
PRISMBackbone=ConvLSTM, Sampling Ratio=0.202026.030.591
uniformBackbone=U-Net, Sampling Ratio=0.202026.030.604
loss-onlyBackbone=U-Net, Sampling Ratio=0.202026.030.65
GITSBackbone=ConvLSTM, Sampling Ratio=0.202026.030.66
coverage-onlyBackbone=U-Net, Sampling Ratio=0.202026.030.713
coverage-onlyBackbone=ConvLSTM, Sampling Ratio=0.202026.030.804
loss-onlyBackbone=ConvLSTM, Sampling Ratio=0.202026.030.962
GradMatchBackbone=ConvLSTM, Sampling Ratio=0.202026.030.994