Text-to-Image Generation on GENEVAL (Compositional Attributes Subset)
91Overall ScoreRewardFlow
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RewardFlowBackbone=Qwen2026.04 | 91 | 99 | 99 | 97 | 98 | 47 | 84 | |
| ReNOBackbone=Qwen2026.04 | 85 | 99 | 98 | 94 | 95 | 35 | 75 | |
| Qwen2026.04 | 83 | 99 | 98 | 92 | 92 | 27 | 71 | |
| RewardFlowBackbone=Flux2026.04 | 81 | 99 | 97 | 90 | 95 | 39 | 72 | |
| ReNOBackbone=Flux2026.04 | 72 | 99 | 90 | 79 | 87 | 21 | 56 | |
| SD3 (8B)2026.04 | 68 | 98 | 84 | 66 | 74 | 40 | 43 | |
| DALL-E 32026.04 | 67 | 96 | 87 | 47 | 83 | 43 | 45 | |
| RewardFlowBackbone=PixArt-α DMD2026.04 | 65 | 99 | 77 | 65 | 89 | 21 | 33 | |
| Flux2026.04 | 64 | 98 | 80 | 64 | 78 | 18 | 43 | |
| IF-XL2026.04 | 61 | 97 | 74 | 66 | 81 | 13 | 35 | |
| ReNOBackbone=PixArt-α DMD2026.04 | 59 | 98 | 72 | 58 | 85 | 15 | 27 | |
| SDXL2026.04 | 55 | 98 | 74 | 39 | 85 | 15 | 23 | |
| DALL-E 22026.04 | 52 | 94 | 66 | 49 | 77 | 10 | 19 | |
| SD v2.12026.04 | 50 | 98 | 51 | 44 | 85 | 7 | 17 | |
| PixArt-α2026.04 | 48 | 98 | 50 | 44 | 80 | 8 | 7 | |
| PixArt-α DMD2026.04 | 45 | 95 | 38 | 46 | 76 | 5 | 9 |