Human Preference Alignment on HPD v2 (test)
0.371HPSv2.1DanceGRPO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DanceGRPOSolver_old=DDIM, NFE_old=25, NFE_phi=14, s / Iter.=237.862025.11 | 0.371 | 0.231 | 1.306 | 0.364 | 3.156 | 6.552 | |
| NeighborGRPOSolver_old=DPM++, NFE_old=16, NFE_phi=3, s / Iter.=105.852025.11 | 0.369 | 0.236 | 1.643 | 0.386 | 3.324 | 6.633 | |
| MixGRPOSolver_old=DDIM, NFE_old=25, NFE_phi=14, s / Iter.=237.712025.11 | 0.366 | 0.235 | 1.604 | 0.382 | 3.257 | 6.623 | |
| NeighborGRPOSolver_old=DPM++, NFE_old=8, NFE_phi=1.33, s / Iter.=45.082025.11 | 0.366 | 0.234 | 1.64 | 0.391 | 3.334 | 6.621 | |
| NeighborGRPOSolver_old=DDIM, NFE_old=25, NFE_phi=4, s / Iter.=141.932025.11 | 0.359 | 0.234 | 1.571 | 0.385 | 3.262 | 6.669 | |
| MixGRPO-Flash*Solver_old=DPM++, NFE_old=8, NFE_phi=4, s / Iter.=129.362025.11 | 0.343 | 0.228 | 1.409 | 0.374 | 3.148 | 6.77 | |
| FLUX.1-devSolver_old=N/A, NFE_old=N/A, NFE_phi=N/A, s / Iter.=N/A2025.11 | 0.31 | 0.227 | 1.131 | 0.389 | 3.211 | 6.108 |