Image Generation on CIFAR-10 32x32 EDM (test)
1.98FIDRBF-Solver
Evaluation Results
| Method | Links | |
|---|---|---|
| RBF-SolverSolver Order=3, NFE=252026.03 | 1.98 | |
| RBF-SolverSolver Order=3, NFE=302026.03 | 1.98 | |
| RBF-SolverSolver Order=3, NFE=352026.03 | 1.98 | |
| RBF-SolverSolver Order=3, NFE=402026.03 | 1.98 | |
| RBF-SolverSolver Order=4, NFE=402026.03 | 1.98 | |
| UniPC-B2(h)Solver Order=3, NFE=302026.03 | 1.99 | |
| UniPC-B2(h)Solver Order=3, NFE=352026.03 | 1.99 | |
| UniPC-B2(h)Solver Order=3, NFE=402026.03 | 1.99 | |
| RBF-SolverSolver Order=3, NFE=202026.03 | 1.99 | |
| RBF-SolverSolver Order=4, NFE=252026.03 | 1.99 | |
| RBF-SolverSolver Order=4, NFE=302026.03 | 1.99 | |
| RBF-SolverSolver Order=4, NFE=352026.03 | 1.99 | |
| DPM-Solver++Solver Order=3, NFE=352026.03 | 2 | |
| DPM-Solver++Solver Order=3, NFE=402026.03 | 2 | |
| UniPC-B1(h)Solver Order=3, NFE=252026.03 | 2 | |
| UniPC-B1(h)Solver Order=3, NFE=302026.03 | 2 | |
| UniPC-B1(h)Solver Order=3, NFE=352026.03 | 2 | |
| UniPC-B1(h)Solver Order=3, NFE=402026.03 | 2 | |
| UniPC-B2(h)Solver Order=3, NFE=252026.03 | 2 | |
| RBF-SolverSolver Order=4, NFE=202026.03 | 2 | |
| DPM-Solver++Solver Order=3, NFE=302026.03 | 2.01 | |
| UniPC-B1(h)Solver Order=3, NFE=202026.03 | 2.01 | |
| UniPC-B2(h)Solver Order=3, NFE=202026.03 | 2.01 | |
| DPM-Solver++Solver Order=3, NFE=252026.03 | 2.02 | |
| DPM-Solver++Solver Order=3, NFE=202026.03 | 2.05 | |
| RBF-SolverSolver Order=4, NFE=152026.03 | 2.05 | |
| RBF-SolverSolver Order=3, NFE=152026.03 | 2.06 | |
| UniPC-B2(h)Solver Order=3, NFE=152026.03 | 2.07 | |
| UniPC-B1(h)Solver Order=3, NFE=152026.03 | 2.08 | |
| DPM-Solver++Solver Order=3, NFE=152026.03 | 2.17 | |
| UniPC-B2(h)Solver Order=3, NFE=122026.03 | 2.37 | |
| RBF-SolverSolver Order=3, NFE=122026.03 | 2.37 | |
| UniPC-B1(h)Solver Order=3, NFE=122026.03 | 2.41 | |
| DPM-Solver++Solver Order=3, NFE=122026.03 | 2.45 | |
| RBF-SolverSolver Order=4, NFE=122026.03 | 2.5 | |
| UniPC-B2(h)Solver Order=3, NFE=102026.03 | 2.85 | |
| RBF-SolverSolver Order=3, NFE=102026.03 | 2.88 | |
| DPM-Solver++Solver Order=3, NFE=102026.03 | 2.91 | |
| UniPC-B1(h)Solver Order=3, NFE=102026.03 | 3.01 | |
| RBF-SolverSolver Order=4, NFE=102026.03 | 3.71 | |
| RBF-SolverSolver Order=3, NFE=82026.03 | 3.77 | |
| UniPC-B2(h)Solver Order=3, NFE=82026.03 | 3.86 | |
| UniPC-B1(h)Solver Order=3, NFE=82026.03 | 4.22 | |
| DPM-Solver++Solver Order=3, NFE=82026.03 | 4.36 | |
| RBF-SolverSolver Order=4, NFE=82026.03 | 4.9 | |
| RBF-SolverSolver Order=4, NFE=62026.03 | 7.67 | |
| RBF-SolverSolver Order=3, NFE=62026.03 | 10.78 | |
| UniPC-B2(h)Solver Order=3, NFE=62026.03 | 11.11 | |
| DPM-Solver++Solver Order=3, NFE=62026.03 | 11.87 | |
| UniPC-B1(h)Solver Order=3, NFE=62026.03 | 12.74 | |
| RBF-SolverSolver Order=4, NFE=52026.03 | 14.91 | |
| iPNDM + BézierFlowNFE=3, Base Model=EDM2025.12 | 22.2 | |
| RBF-SolverSolver Order=3, NFE=52026.03 | 22.25 | |
| UniPC-B2(h)Solver Order=3, NFE=52026.03 | 23.52 | |
| UniPC-B1(h)Solver Order=3, NFE=52026.03 | 23.75 | |
| DPM-Solver++Solver Order=3, NFE=52026.03 | 24.54 | |
| iPNDM + LD3NFE=3, Base Model=EDM2025.12 | 32.19 | |
| UniPC + LD3NFE=3, Base Model=EDM2025.12 | 39.56 | |
| iPNDM + BézierFlowNFE=2, Base Model=EDM2025.12 | 41.58 | |
| iPNDM + GITSNFE=3, Base Model=EDM2025.12 | 43.71 | |
| iPNDMNFE=3, Base Model=EDM2025.12 | 47.68 | |
| UniPC + BézierFlowNFE=2, Base Model=EDM2025.12 | 50.41 | |
| UniPC + GITSNFE=3, Base Model=EDM2025.12 | 53.21 | |
| UniPC + BézierFlowNFE=3, Base Model=EDM2025.12 | 55.07 | |
| UniPCNFE=3, Base Model=EDM2025.12 | 57.45 | |
| iPNDM + DMNNFE=3, Base Model=EDM2025.12 | 58.98 | |
| UniPC + DMNNFE=3, Base Model=EDM2025.12 | 66.03 | |
| UniPC + BézierFlowNFE=1, Base Model=EDM2025.12 | 125.03 | |
| iPNDM + BézierFlowNFE=1, Base Model=EDM2025.12 | 125.03 | |
| iPNDM + LD3NFE=2, Base Model=EDM2025.12 | 145.03 | |
| iPNDM + DMNNFE=2, Base Model=EDM2025.12 | 146.4 | |
| iPNDMNFE=2, Base Model=EDM2025.12 | 153.31 | |
| iPNDM + GITSNFE=2, Base Model=EDM2025.12 | 153.33 | |
| UniPC + DMNNFE=2, Base Model=EDM2025.12 | 160.65 | |
| UniPC + GITSNFE=2, Base Model=EDM2025.12 | 168.29 | |
| UniPCNFE=2, Base Model=EDM2025.12 | 168.35 | |
| UniPC + LD3NFE=2, Base Model=EDM2025.12 | 187.42 | |
| UniPCNFE=1, Base Model=EDM2025.12 | 377.15 | |
| iPNDMNFE=1, Base Model=EDM2025.12 | 377.15 |