Text-to-Image Generation on MSCOCO 10k (val)
13.14FIDCFG-OEC++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFG-OEC++Model=SD v1.5, Sampler=DPM++ 2M, Guidance Scale=0.52025.11 | 13.14 | 30.91 | |
| CFG++Model=SD v1.5, Sampler=DPM++ 2M, Guidance Scale=0.52025.11 | 13.15 | 30.85 | |
| CFGGuidance Scale (w)=2.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 13.18 | 31.05 | |
| CFG-OEC++Guidance scale (ω)=0.2, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 13.18 | 31.18 | |
| CFG++Guidance scale (ω)=0.2, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 13.19 | 31.15 | |
| CFG-OECGuidance Scale (w)=2.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 13.23 | 31.09 | |
| CFG-OECGuidance Scale (w)=5.0, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 15.77 | 31.86 | |
| CFGGuidance Scale (w)=5.0, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 15.81 | 31.75 | |
| CFG-OEC++Guidance scale (ω)=0.4, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 15.82 | 31.85 | |
| CFG++Guidance scale (ω)=0.4, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 15.94 | 31.79 | |
| CFG-OECGuidance Scale (w)=7.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 18.59 | 31.96 | |
| CFGGuidance Scale (w)=7.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 18.62 | 31.87 | |
| CFG-OEC++Guidance scale (ω)=0.6, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 18.73 | 32.01 | |
| CFG++Guidance scale (ω)=0.6, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 18.81 | 31.95 | |
| CFG++Guidance scale (ω)=0.8, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 20.74 | 31.99 | |
| CFG-OEC++Guidance scale (ω)=0.8, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 20.76 | 32.06 | |
| CFG++Guidance scale (ω)=1.0, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 22.18 | 31.99 | |
| CFG-OEC++Guidance scale (ω)=1.0, NFEs=50, Sampler=DDIM, Model=SD v1.52025.11 | 22.25 | 32.05 | |
| CFG-OEC++Model=SDXL, Sampler=DDIM, Guidance Scale=0.52025.11 | 23.11 | 31.95 | |
| CFG++Model=SDXL, Sampler=DDIM, Guidance Scale=0.52025.11 | 23.17 | 31.87 | |
| CFG-OECGuidance Scale (w)=0.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 62.52 | 21.5 | |
| CFGGuidance Scale (w)=0.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.11 | 64.74 | 21.23 |