Importance-weight estimation on Gaussian mixture (test)
2.6Squared ErrorSRIW-Flow (Along-trajectory)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SRIW-Flow (Along-trajectory)variant=along-trajectory estimator2025.11 | 2.6 | 0.548 | 0.668 | 80.5 | |
| SRIW-Flow (Fixed-position)variant=fixed-position variation (estimates importance-weight evolution at a fixed final sample position)2025.11 | 3.8 | 0.498 | 0.621 | 79.4 | |
| KDE2025.11 | 8 | 0.348 | 0.449 | 73.6 | |
| MGF2025.11 | 8.8 | 0.327 | 0.427 | 73.6 | |
| kNN2025.11 | 9.9 | 0.327 | 0.424 | 73.4 |