Generative Image Modeling on ImageNet 50k generated samples (test)
743.2Inception Score (IS)DiT-XL-2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DiT-XL-2Generated Samples=50k2024.07 | 743.2 | 3.56 | 92 | 84 | 116 | 97 | 8,626.5 | 855.8 | |
| LDMGenerated Samples=50k2024.07 | 734.4 | 4.75 | 93 | 76 | 104 | 93 | 8,573.7 | 811.9 | |
| Mask-GITGenerated Samples=50k2024.07 | 717.4 | 5.66 | 91 | 72 | 101 | 82 | 8,557.4 | 759.5 | |
| ADMG-ADMUGenerated Samples=50k2024.07 | 701.6 | 4.78 | 90 | 73 | 120 | 96 | 8,577.6 | 839.8 | |
| BigGANGenerated Samples=50k2024.07 | 696.4 | 7.91 | 81 | 44 | 99 | 57 | 7,120.5 | 492.4 | |
| GigaGANGenerated Samples=50k2024.07 | 678.8 | 4.29 | 89 | 74 | 74 | 70 | 8,432.5 | 671.6 | |
| StyleGAN-XLGenerated Samples=50k2024.07 | 675.4 | 4.34 | 89 | 74 | 118 | 96 | 8,171.9 | 703.5 | |
| ADMGGenerated Samples=50k2024.07 | 659.3 | 5.63 | 87 | 84 | 80 | 85 | 8,524.2 | 811.5 | |
| RQ-TransformerGenerated Samples=50k2024.07 | 558.3 | 9.57 | 80 | 76 | 77 | 59 | 8,078.4 | 512.1 | |
| ADMGenerated Samples=50k2024.07 | 542.6 | 11.12 | 78 | 79 | 88 | 89 | 8,360.3 | 633.4 |