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Benchmarks
Inverse forecasting on Active Matter inverse task (test)
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0.104
Relative MSE
AViT
0.03336
0.51018
0.987
1.46382
Dec 4, 2025
Relative MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative MSE
AViT
Setting=Deterministic,...
2025.12
0.104
ECHO
Setting=Generative, La...
2025.12
0.112
ECHO
Setting=Deterministic,...
2025.12
0.118
ECHO
Setting=Generative, La...
2025.12
0.171
BCAT
Setting=Deterministic,...
2025.12
0.195
ENMA
Setting=Generative, La...
2025.12
0.427
AViT
Setting=Deterministic,...
2025.12
0.45
BCAT
Setting=Deterministic,...
2025.12
0.498
ECHO
Setting=Deterministic,...
2025.12
0.574
Transolver++
Setting=Deterministic,...
2025.12
0.733
ENMA
Setting=Generative, La...
2025.12
1.01
Transolver++
Setting=Deterministic,...
2025.12
1.03
FNO
Setting=Deterministic,...
2025.12
1.87
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