Text-to-image generation on MS-COCO prompts 2014 (test)
31.57CLIPScoreDDIM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DDIMBase Model=SDXL-Lightning2026.05 | 31.57 | 22.68 | 73 | 67 | 67 | 51 | 66 | -283.04 | |
| MinorityPromptBase Model=SDv1.52026.05 | 31.56 | 21.32 | 24 | 67 | 73 | 52 | 73 | -322.33 | |
| DDIMBase Model=SDv1.52026.05 | 31.52 | 21.49 | 21 | 71 | 72 | 64 | 77 | -292.27 | |
| JEPA guidanceBase Model=SDXL-Lightning2026.05 | 31.52 | 22.63 | 73 | 62 | 72 | 45 | 63 | -337.88 | |
| CADSBase Model=SDv1.52026.05 | 31.46 | 21.28 | 9 | 68 | 74 | 56 | 74 | -311.23 | |
| JEPA guidanceBase Model=SDv1.52026.05 | 31.46 | 21.5 | 22 | 67 | 75 | 53 | 72 | -355.4 | |
| SGMSBase Model=SDXL-Lightning2026.05 | 31.36 | 22.58 | 68 | 58 | 77 | 38 | 58 | -318.03 | |
| MinorityPromptBase Model=SDXL-Lightning2026.05 | 31.36 | 22.62 | 71 | 59 | 72 | 39 | 57 | -302.17 | |
| SGMSBase Model=SDv1.52026.05 | 31.23 | 21.32 | 12 | 65 | 70 | 48 | 69 | -311.14 | |
| CADSBase Model=SDXL-Lightning2026.05 | 31.08 | 22.37 | 49 | 67 | 67 | 53 | 65 | -276.6 |