Text-to-Image Alignment on GenEval
78Overall ScoreSD3.5-M+Step-GRPO
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SD3.5-M+Step-GRPOModel Type=GRPO based Methods2026.05 | 78 | 99 | 93 | 80 | 86 | 37 | 70 | |
| SD3.5-LModel Type=Flow Matching Models2026.05 | 71 | 98 | 89 | 73 | 83 | 34 | 47 | |
| FLUX.1 DevModel Type=Flow Matching Models2026.05 | 66 | 98 | 81 | 74 | 79 | 22 | 45 | |
| SD3.5-MModel Type=Flow Matching Models2026.05 | 63 | 98 | 78 | 50 | 81 | 24 | 52 | |
| FaithRewriterEnhancer=FaithRewriter2026.06 | 0.89 | 0.99 | 0.94 | 0.93 | 0.87 | 0.8 | 0.79 | |
| Text modalEnhancer=Text modal2026.06 | 0.88 | 0.98 | 0.91 | 0.9 | 0.89 | 0.77 | 0.78 | |
| T0 (raw)Enhancer=raw2026.06 | 0.87 | 0.99 | 0.92 | 0.89 | 0.88 | 0.76 | 0.77 | |
| ZeroshotEnhancer=Zeroshot2026.06 | 0.87 | 0.98 | 0.91 | 0.89 | 0.88 | 0.77 | 0.77 |