Text-to-Image Generation on Stable Diffusion 512x512 v1.5 (test)
0.2482HPSv2.1EPD-Solver
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EPD-SolverSetting=Low-Step, Step=10, Schedule Type=Uniform2025.12 | 0.2482 | 21.1302 | 3.1121 | 0.2695 | 5.2388 | |
| iPNDM (3M)Setting=Standard, Step=50, Schedule Type=Uniform2025.12 | 0.2474 | 21.186 | 3.1234 | 0.27 | 5.2599 | |
| HeunSetting=Standard, Step=25, Schedule Type=Uniform2025.12 | 0.2473 | 21.1733 | 3.1229 | 0.2701 | 5.2522 | |
| DPM-Solver-2Setting=Standard, Step=25, Schedule Type=Uniform2025.12 | 0.2473 | 21.1632 | 3.1263 | 0.2699 | 5.2429 | |
| HeunSetting=Standard, Step=25, Schedule Type=Polynomial2025.12 | 0.2471 | 21.1498 | 3.1167 | 0.2697 | 5.2385 | |
| DPM-Solver-2Setting=Standard, Step=25, Schedule Type=LogSNR2025.12 | 0.247 | 21.1632 | 3.1275 | 0.2702 | 5.2411 | |
| DDIMSetting=Standard, Step=50, Schedule Type=Uniform2025.12 | 0.2454 | 21.1705 | 3.098 | 0.2701 | 5.263 | |
| iPNDM (3M)Setting=Low-Step, Step=20, Schedule Type=Uniform2025.12 | 0.2454 | 21.1341 | 3.083 | 0.2691 | 5.2546 | |
| HeunSetting=Low-Step, Step=10, Schedule Type=Uniform2025.12 | 0.2443 | 21.0318 | 3.0756 | 0.2692 | 5.1723 | |
| DPM-Solver-2Setting=Low-Step, Step=10, Schedule Type=Uniform2025.12 | 0.2435 | 20.993 | 3.0796 | 0.2689 | 5.1708 | |
| DDIMSetting=Low-Step, Step=20, Schedule Type=Uniform2025.12 | 0.2416 | 21.1275 | 3.0589 | 0.2705 | 5.2552 | |
| HeunSetting=Low-Step, Step=10, Schedule Type=Polynomial2025.12 | 0.2387 | 20.8721 | 2.9216 | 0.268 | 5.1193 | |
| DPM-Solver-2Setting=Low-Step, Step=10, Schedule Type=LogSNR2025.12 | 0.2364 | 20.7718 | 2.9378 | 0.266 | 5.1278 |