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Benchmarks
Open-loop forecasting on N-body gravity 3 bodies, damped, PARTIAL regime (test)
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0
MSE
PHAST
-0.001856
0.010672
0.0232
0.035728
Feb 20, 2026
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
PHAST
Knowledge Regime=PARTI...
2026.02
0
PHAST
Knowledge Regime=KNOWN...
2026.02
0
PHAST
Knowledge Regime=UNKNO...
2026.02
0
Transformer
Params=100,806, Input...
2026.02
0.0018
LinOSS
Params=17,734, Input M...
2026.02
0.002
S5
Params=17,734, Input M...
2026.02
0.003
GRU
Params=39,174, Input M...
2026.02
0.0072
VPT
Params=17,478, Input M...
2026.02
0.0147
LSTM
Params=52,102, Input M...
2026.02
0.0464
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