Image Generation on ImageNet 256 10k samples
7.23FIDUniPC-B2(h)
Evaluation results
| Method | Links | |
|---|---|---|
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=252026.03 | 7.23 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=302026.03 | 7.23 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=302026.03 | 7.27 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=302026.03 | 7.28 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=302026.03 | 7.28 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=252026.03 | 7.31 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=252026.03 | 7.31 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=252026.03 | 7.33 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=202026.03 | 7.36 | |
| DPM-Solver-v3Model=Guided-Diffusion (s = 2.0), NFE=202023.10 | 7.39 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=202026.03 | 7.43 | |
| UniPCModel=Guided-Diffusion (s = 2.0), NFE=202023.10 | 7.44 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=202026.03 | 7.44 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=202026.03 | 7.45 | |
| DPM-Solver++Model=Guided-Diffusion (s = 2.0), NFE=202023.10 | 7.48 | |
| DPM-Solver-v3Model=Guided-Diffusion (s = 2.0), NFE=152023.10 | 7.62 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=152026.03 | 7.62 | |
| UniPCModel=Guided-Diffusion (s = 2.0), NFE=152023.10 | 7.64 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=152026.03 | 7.68 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=152026.03 | 7.71 | |
| DPM-Solver++Model=Guided-Diffusion (s = 2.0), NFE=152023.10 | 7.73 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=152026.03 | 7.78 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=122026.03 | 7.83 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=122026.03 | 7.87 | |
| DPM-Solver-v3Model=Guided-Diffusion (s = 2.0), NFE=122023.10 | 7.94 | |
| UniPCModel=Guided-Diffusion (s = 2.0), NFE=122023.10 | 7.95 | |
| DPM-Solver++Solver Order=2, Guidance Scale=4.0, NFE=302026.03 | 7.95 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=302026.03 | 7.97 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=302026.03 | 7.97 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=302026.03 | 7.99 | |
| DPM-Solver++Solver Order=2, Guidance Scale=4.0, NFE=252026.03 | 8.01 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=252026.03 | 8.01 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=252026.03 | 8.02 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=252026.03 | 8.03 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=202026.03 | 8.04 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=122026.03 | 8.05 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=202026.03 | 8.08 | |
| DPM-Solver++Solver Order=2, Guidance Scale=4.0, NFE=202026.03 | 8.1 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=122026.03 | 8.11 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=202026.03 | 8.11 | |
| DPM-Solver++Model=Guided-Diffusion (s = 2.0), NFE=122023.10 | 8.13 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=102026.03 | 8.2 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=152026.03 | 8.26 | |
| DPM-Solver-v3Model=Guided-Diffusion (s = 2.0), NFE=102023.10 | 8.27 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=102026.03 | 8.28 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=152026.03 | 8.34 | |
| UniPCModel=Guided-Diffusion (s = 2.0), NFE=102023.10 | 8.35 | |
| DPM-Solver++Solver Order=2, Guidance Scale=4.0, NFE=152026.03 | 8.35 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=152026.03 | 8.35 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=102026.03 | 8.4 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=122026.03 | 8.5 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=122026.03 | 8.52 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=102026.03 | 8.54 | |
| DPM-Solver++Solver Order=2, Guidance Scale=4.0, NFE=122026.03 | 8.57 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=122026.03 | 8.58 | |
| DPM-Solver++Model=Guided-Diffusion (s = 2.0), NFE=102023.10 | 8.72 | |
| RBF-SolverSolver Order=3, Guidance Scale=6.0, NFE=302026.03 | 8.75 | |
| RBF-SolverSolver Order=2, Guidance Scale=6.0, NFE=252026.03 | 8.79 | |
| RBF-SolverSolver Order=2, Guidance Scale=6.0, NFE=302026.03 | 8.79 | |
| RBF-SolverSolver Order=3, Guidance Scale=6.0, NFE=202026.03 | 8.79 | |
| RBF-SolverSolver Order=3, Guidance Scale=6.0, NFE=252026.03 | 8.8 | |
| DPM-Solver++Solver Order=2, Guidance Scale=6.0, NFE=302026.03 | 8.82 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=6.0, NFE=302026.03 | 8.82 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=102026.03 | 8.83 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=102026.03 | 8.85 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=6.0, NFE=252026.03 | 8.85 | |
| DPM-Solver++Solver Order=2, Guidance Scale=6.0, NFE=252026.03 | 8.89 | |
| RBF-SolverSolver Order=3, Guidance Scale=6.0, NFE=152026.03 | 8.91 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=102026.03 | 8.95 | |
| DPM-Solver++Solver Order=2, Guidance Scale=6.0, NFE=202026.03 | 8.95 | |
| RBF-SolverSolver Order=2, Guidance Scale=6.0, NFE=202026.03 | 8.95 | |
| DPM-Solver-v3Model=Guided-Diffusion (s = 2.0), NFE=82023.10 | 8.96 | |
| RBF-SolverSolver Order=2, Guidance Scale=6.0, NFE=152026.03 | 8.97 | |
| RBF-SolverSolver Order=3, Guidance Scale=2.0, NFE=82026.03 | 9 | |
| DPM-Solver++Solver Order=2, Guidance Scale=4.0, NFE=102026.03 | 9.02 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=6.0, NFE=202026.03 | 9.02 | |
| DPM-Solver++Solver Order=2, Guidance Scale=6.0, NFE=152026.03 | 9.04 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=2.0, NFE=82026.03 | 9.05 | |
| RBF-SolverSolver Order=2, Guidance Scale=2.0, NFE=82026.03 | 9.11 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=6.0, NFE=152026.03 | 9.12 | |
| RBF-SolverSolver Order=3, Guidance Scale=4.0, NFE=82026.03 | 9.22 | |
| UniPCModel=Guided-Diffusion (s = 2.0), NFE=82023.10 | 9.29 | |
| RBF-SolverSolver Order=3, Guidance Scale=6.0, NFE=122026.03 | 9.31 | |
| DPM-Solver++Solver Order=2, Guidance Scale=6.0, NFE=122026.03 | 9.34 | |
| RBF-SolverSolver Order=2, Guidance Scale=6.0, NFE=122026.03 | 9.39 | |
| RBF-SolverSolver Order=3, Guidance Scale=8.0, NFE=302026.03 | 9.41 | |
| RBF-SolverSolver Order=2, Guidance Scale=8.0, NFE=252026.03 | 9.42 | |
| RBF-SolverSolver Order=3, Guidance Scale=8.0, NFE=202026.03 | 9.44 | |
| RBF-SolverSolver Order=2, Guidance Scale=8.0, NFE=202026.03 | 9.46 | |
| RBF-SolverSolver Order=3, Guidance Scale=8.0, NFE=252026.03 | 9.47 | |
| DPM-Solver++Solver Order=2, Guidance Scale=8.0, NFE=302026.03 | 9.48 | |
| RBF-SolverSolver Order=2, Guidance Scale=8.0, NFE=302026.03 | 9.48 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=8.0, NFE=252026.03 | 9.53 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=8.0, NFE=302026.03 | 9.53 | |
| DPM-Solver++Solver Order=2, Guidance Scale=8.0, NFE=252026.03 | 9.54 | |
| RBF-SolverSolver Order=2, Guidance Scale=4.0, NFE=82026.03 | 9.55 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=8.0, NFE=202026.03 | 9.57 | |
| DPM-Solver++Solver Order=2, Guidance Scale=8.0, NFE=202026.03 | 9.61 | |
| DPM-Solver++Solver Order=2, Guidance Scale=2.0, NFE=82026.03 | 9.62 | |
| UniPC-B2(h)Solver Order=2, Guidance Scale=4.0, NFE=82026.03 | 9.63 |