Amortised Sampling on ManyWell d = 64
0.043MMDTB/SubTB + SMC + IW-Buf
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TB/SubTB + SMC + IW-Bufsetting=gradient-based2025.10 | 0.043 | 68.57 | |
| TB + IW-Bufsetting=gradient-based2025.10 | 0.058 | 68.02 | |
| SMC-HMCsetting=gradient-based2025.10 | 0.09 | 75.79 | |
| TB/SubTB + SMCsetting=gradient-based2025.10 | 0.138 | 63.77 | |
| TBsetting=gradient-based2025.10 | 0.243 | 66.04 | |
| PISsetting=gradient-based2025.10 | 0.244 | 67.56 | |
| DDSsetting=gradient-based2025.10 | 0.255 | 66.41 | |
| LVsetting=gradient-based2025.10 | 0.26 | 66.65 | |
| SCLD w/o MCMCsetting=gradient-based2025.10 | 0.263 | 67.27 | |
| SCLDsetting=gradient-based2025.10 | 0.263 | 67.27 |