Image Editing on PIE-Bench v1.5 (test)
20.67Structure DistanceNPI + TRDI
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| NPI + TRDIModel=SD v1.5, Base Method=NPI2026.06 | 20.67 | 24.76 | 90.59 | 54.51 | 81.4 | 23.61 | 21.16 | |
| NPIModel=SD v1.52026.06 | 22.21 | 24.59 | 92.67 | 55.95 | 81.21 | 23.57 | 21.07 | |
| GNRI + TRDIModel=SD v1.5, Base Method=GNRI2026.06 | 23.57 | 24.28 | 97.41 | 59.93 | 80.82 | 23.84 | 21.39 | |
| GNRIModel=SD v1.52026.06 | 25.26 | 24.11 | 99.63 | 61.6 | 80.62 | 23.79 | 21.35 | |
| DDIM + TRDIModel=SD v1.5, Base Method=DDIM2026.06 | 26.48 | 23.88 | 101.5 | 63.22 | 80.37 | 23.05 | 20.81 | |
| DDIMModel=SD v1.52026.06 | 27.21 | 23.76 | 104.83 | 64.92 | 80.13 | 23.07 | 20.82 | |
| ReNoise + TRDIModel=SD v1.5, Base Method=ReNoise2026.06 | 28.54 | 24.83 | 102.29 | 52.52 | 81.34 | 23.8 | 21.14 | |
| ReNoiseModel=SD v1.52026.06 | 29.86 | 24.78 | 101.19 | 53.22 | 81.34 | 23.75 | 21.08 |