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Benchmarks
Particle Flow Estimation on 10-dimensional Nonlinear Problem 100 tasks (test)
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0.0388
Endpoint Distance (ED)
annealed MCMC
0.002408
0.248054
0.4937
0.739346
Feb 26, 2026
Endpoint Distance (ED)
Swapped Displacement (SWD)
Updated 20d ago
Evaluation Results
Method
Method
Links
Endpoint Distance (ED)
Swapped Displacement (SWD)
annealed MCMC
Time [s]=1.5966
2026.02
0.0388
0.2781
PINPF
Time [s]=0.0531
2026.02
0.2041
0.3228
Mean Gaussian exact flow
Time [s]=0.0639
2026.02
0.2488
0.384
Local Gaussian exact flow
Time [s]=0.0836
2026.02
0.2683
0.7221
SVGD
Time [s]=0.0790
2026.02
0.3394
0.4455
Incompressible flow
Time [s]=0.5668
2026.02
0.9486
0.6837
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