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Text-to-Image Generation on MSCOCO 10k (val)

13.14FIDCFG-OEC++
11.07625.00838.9452.872Nov 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
CFG-OEC++Model=SD v1.5, Sampler=DPM++ 2M, Guidance Scale=0.52025.1113.1430.91
CFG++Model=SD v1.5, Sampler=DPM++ 2M, Guidance Scale=0.52025.1113.1530.85
CFGGuidance Scale (w)=2.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1113.1831.05
CFG-OEC++Guidance scale (ω)=0.2, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1113.1831.18
CFG++Guidance scale (ω)=0.2, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1113.1931.15
CFG-OECGuidance Scale (w)=2.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1113.2331.09
CFG-OECGuidance Scale (w)=5.0, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1115.7731.86
CFGGuidance Scale (w)=5.0, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1115.8131.75
CFG-OEC++Guidance scale (ω)=0.4, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1115.8231.85
CFG++Guidance scale (ω)=0.4, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1115.9431.79
CFG-OECGuidance Scale (w)=7.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1118.5931.96
CFGGuidance Scale (w)=7.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1118.6231.87
CFG-OEC++Guidance scale (ω)=0.6, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1118.7332.01
CFG++Guidance scale (ω)=0.6, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1118.8131.95
CFG++Guidance scale (ω)=0.8, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1120.7431.99
CFG-OEC++Guidance scale (ω)=0.8, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1120.7632.06
CFG++Guidance scale (ω)=1.0, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1122.1831.99
CFG-OEC++Guidance scale (ω)=1.0, NFEs=50, Sampler=DDIM, Model=SD v1.52025.1122.2532.05
CFG-OEC++Model=SDXL, Sampler=DDIM, Guidance Scale=0.52025.1123.1131.95
CFG++Model=SDXL, Sampler=DDIM, Guidance Scale=0.52025.1123.1731.87
CFG-OECGuidance Scale (w)=0.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1162.5221.5
CFGGuidance Scale (w)=0.5, Sampler=DPM-Solver++(2M), Number of Function Evaluations (NFEs)=202025.1164.7421.23