Class-to-Image Generation on ImageNet v1.4
57.6RecallIG + DivIn
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| IG + DivInBackbone=SD v1.4, Guidance=IG, Initialization=DivIn2026.06 | 57.6 | 4.729 | 59.9 | 82.5 | 67.6 | 15.877 | 256.201 | |
| Base Model + DivInBackbone=SD v1.4, Initialization=DivIn2026.06 | 56.9 | 4.688 | 59.7 | 82.5 | 67 | 16.158 | 257.556 | |
| IGBackbone=SD v1.4, Guidance=IG2026.06 | 56.4 | 4.585 | 59.7 | 82.6 | 67.9 | 15.531 | 253.469 | |
| CADS + DivInBackbone=SD v1.4, Guidance=CADS, Initialization=DivIn2026.06 | 55.3 | 4.548 | 60.2 | 83.2 | 68.7 | 16.336 | 258.044 | |
| Base Model + SAILBackbone=SD v1.4, Initialization=SAIL2026.06 | 54.3 | 4.549 | 59.1 | 82.5 | 67.7 | 16.395 | 258.376 | |
| CADSBackbone=SD v1.4, Guidance=CADS2026.06 | 52.8 | 4.384 | 59.8 | 83.2 | 69.2 | 16.36 | 257.626 | |
| PG + DivInBackbone=SD v1.4, Guidance=PG, Initialization=DivIn2026.06 | 51.6 | 4.491 | 60.4 | 83.4 | 70.6 | 17.942 | 264.246 | |
| Base ModelBackbone=SD v1.42026.06 | 50.3 | 4.265 | 59.6 | 83.3 | 70.6 | 16.696 | 259.379 | |
| PGBackbone=SD v1.4, Guidance=PG2026.06 | 50.2 | 4.395 | 60.4 | 83.5 | 70.4 | 17.52 | 261.782 |