Funnel
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unconditional modeling | Funnel d = 10 | Delta log Z0.106 | 30 | |
| Target Distribution Sampling | Funnel 10D | Sinkhorn Distance113.15 | 29 | |
| 2D Synthetic Target Sampling | FUNNEL 2D Synthetic | KSD0.052 | 8 | |
| Synthetic Distribution Sampling | Funnel20 | KSD28.66 | 7 | |
| Synthetic Distribution Sampling | Funnel10 | KSD20.24 | 7 | |
| Toy target distribution sampling | Funnel d = 10 | KS Distance0.031 | 7 | |
| Variational Inference | Funnel | RKL1.1 | 4 | |
| Variational Inference | Funnel 10 | RKL2.7 | 3 | |
| Transport MCMC | Funnel (val) | NLL (val)28.7 | 2 | |
| Spectral gap bounding | funnel | R299 | 1 | |
| MCMC certification | funnel | Metric- | 0 |
Showing 11 of 11 rows