Text-to-Image Generation on ImageNet (Density, Coverage, VS, ClipScore, SPP)
1.389DensityIG-NeurIPS’24
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IG-NeurIPS’24Base Model=SD3-M2026.02 | 1.389 | 0.627 | 27.415 | 0.31 | 0.129 | |
| CADS-ICLR’24Base Model=SD3-M2026.02 | 1.374 | 0.636 | 28.456 | 0.309 | 0.133 | |
| GASSBase Model=SD3-M2026.02 | 1.164 | 0.611 | 28.877 | 0.313 | 0.141 | |
| Vanilla Guidance (CFG)Base Model=SD2.12026.02 | 1.13 | 0.623 | 31.826 | 0.308 | 0.143 | |
| Vanilla Guidance (CFG)Base Model=SD3-M2026.02 | 1.105 | 0.588 | 28.119 | 0.308 | 0.137 | |
| SPELL-ICML’25Base Model=SD3-M2026.02 | 1.105 | 0.585 | 28.433 | 0.302 | 0.128 | |
| PG-ICLR’24Base Model=SD3-M2026.02 | 1.103 | 0.586 | 28.119 | 0.308 | 0.129 | |
| PG-ICLR’24Base Model=SD2.12026.02 | 1.039 | 0.614 | 32.082 | 0.309 | 0.146 | |
| GASSBase Model=SD2.12026.02 | 1.015 | 0.603 | 32.711 | 0.309 | 0.149 | |
| SPELL-ICML’25Base Model=SD2.12026.02 | 0.912 | 0.578 | 32.601 | 0.305 | 0.144 | |
| IG-NeurIPS’24Base Model=SD2.12026.02 | 0.901 | 0.574 | 28.935 | 0.306 | 0.14 | |
| CADS-ICLR’24Base Model=SD2.12026.02 | 0.897 | 0.567 | 28.935 | 0.306 | 0.142 |