Image Generation on ImageNet 256x256 (Feature Distance Metrics)
1.06gFIDRAEv2
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RAEv2Epochs=80, K=72026.05 | 1.06 | 35 | 0.64 | 0.77 | 1.15 | 2.67 | 2.54 | 5.21 | 2.17 | |
| REPA-EEpochs=8002026.05 | 1.12 | 480 | 0.7 | 1.28 | 2.44 | 2.52 | 5.04 | 6.28 | 3.04 | |
| RAE-XLEpochs=8002026.05 | 1.13 | 177 | 0.69 | 1.79 | 2.11 | 3.3 | 3.79 | 7.87 | 3.26 | |
| DDT-XLEpochs=8002026.05 | 1.26 | — | 0.75 | 1.02 | 4.26 | 4.11 | 10.16 | 13.86 | 5.7 | |
| SiT-XL/2-REPAEpochs=8002026.05 | 1.42 | 800 | 0.85 | 1.22 | 4.27 | 3.85 | 9.87 | 12.65 | 5.45 | |
| LightningDiTEpochs=8002026.05 | 1.42 | 800 | 0.85 | 1.09 | 3.76 | 3.02 | 8.47 | 10.21 | 4.57 | |
| REGEpochs=8002026.05 | 1.54 | 560 | 0.92 | 1.14 | 3.45 | 3.02 | 8.42 | 10.86 | 4.64 | |
| SiT-XL/2Epochs=8002026.05 | 2.12 | 800 | 1.26 | 2.02 | 7.89 | 5.62 | 16.14 | 17.69 | 8.44 |