Concept-preservation human alignment on DreamBench++
0.763H-H ScoreEmu2
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Emu2T2I Model=SDXL v1.02026.04 | 0.763 | 0.777 | 0.774 | 0.744 | 0.766 | 0.768 | |
| DreamBoothT2I Model=SD v1.52026.04 | 0.731 | 0.722 | 0.632 | 0.623 | 0.652 | 0.655 | |
| Textual InversionT2I Model=SD v1.52026.04 | 0.684 | 0.625 | 0.611 | 0.61 | 0.66 | 0.675 | |
| DreamBooth LoRAT2I Model=SDXL v1.02026.04 | 0.651 | 0.637 | 0.446 | 0.481 | 0.48 | 0.546 | |
| Fisher-z (r-bar)2026.04 | 0.648 | 0.597 | 0.492 | 0.493 | 0.516 | 0.545 | |
| BLIP-DiffusionT2I Model=SD v1.52026.04 | 0.63 | 0.466 | 0.311 | 0.29 | 0.363 | 0.382 | |
| IP-Adapter-Plus ViT-HT2I Model=SDXL v1.02026.04 | 0.53 | 0.424 | 0.212 | 0.262 | 0.253 | 0.306 | |
| IP-Adapter ViT-GT2I Model=SDXL v1.02026.04 | 0.485 | 0.401 | 0.261 | 0.283 | 0.248 | 0.316 |