Static Schrödinger Bridge Approximation on SB Benchmark
1.6$BW^2_2$-UVP (ε=0.1, D=2) ErrorBest algorithm on benchmark
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Best algorithm on benchmarkAlgorithm Type=Varies2024.10 | 1.6 | 0.05 | 0.25 | 0.22 | 0.5 | 9 | 0.56 | 0.12 | 1 | 0.02 | 0.15 | 0.23 | |
| ASBM-IMFAlgorithm Type=IPMF2024.10 | 1.6 | 0.1 | 0.85 | 11.05 | 2 | 34 | 1.57 | 3.8 | 1.3 | 0.25 | 1.7 | 4.7 | |
| SF2M-SinkAlgorithm Type=Bridge Matching2024.10 | 4 | 0.18 | 0.39 | 1.1 | 7 | 30 | 4.5 | 17.7 | 17 | 4.7 | 316 | 812 | |
| ASBM-IPFAlgorithm Type=IPMF2024.10 | 5 | 0.73 | 32.05 | 10.67 | 2 | 53 | 4.19 | 10.11 | 0.2 | 0.18 | 2.2 | 5.08 | |
| DSBM-IMFAlgorithm Type=IPMF2024.10 | 10 | 0.14 | 0.44 | 3.2 | 13 | 10 | 0.91 | 6.67 | 10 | 5.17 | 66.7 | 356 | |
| ASBM-IdentityAlgorithm Type=IPMF2024.10 | 12 | 2.65 | 4.59 | 40.3 | 4 | 45 | 2.02 | 4.76 | 3 | 0.2 | 1.43 | 2.71 | |
| DSBM-IdentityAlgorithm Type=IPMF2024.10 | 13 | 0.64 | 2.67 | 7.12 | 10 | 12 | 2 | 6.67 | 2 | 3.8 | 86.4 | 343 | |
| DSBM-IPFAlgorithm Type=IPMF2024.10 | 35 | 0.6 | 0.6 | 1.62 | 1 | 18 | 0.91 | 6.64 | 20 | 3.78 | 81 | 206 |