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Benchmarks
State Reconstruction on Lotka-Volterra
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0.036
MAE
APIC-LNP
0.01568
0.15284
0.29
0.42716
Jun 2, 2026
MAE
Log-Likelihood (LL)
Expected Calibration Error (ECE)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
Log-Likelihood (LL)
Expected Calibration Error (ECE)
APIC-LNP
Correction Protocol=am...
2026.06
0.036
1.454
25.1
APIC-ANP
Correction Protocol=am...
2026.06
0.061
1.369
24.8
Correction-PINN
Correction Protocol=pe...
2026.06
0.088
-4.834
29
KOH-GP
Correction Protocol=pe...
2026.06
0.197
0.163
43.9
BCPI
Correction Protocol=pe...
2026.06
0.484
-4.235
43.6
APIC-CNP
Correction Protocol=am...
2026.06
0.544
0.68
14.3
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