Image Generation on Sub-IN 256x256 (test)
20.03FIDDyDi-LiT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DyDi-LiTModel size=Large, CFG=4, GFLOPs=22.852026.01 | 20.03 | 6.18 | 0.0046 | 0.0008 | 66.65 | 75.43 | 20.41 | |
| SanaModel size=Large, CFG=4, GFLOPs=22.832026.01 | 20.57 | 6.54 | 0.0045 | 0.0011 | 64.04 | 74.5 | 20.19 | |
| DyDi-LiTModel size=Base, CFG=4, GFLOPs=10.392026.01 | 21.09 | 6.29 | 0.0036 | 0.0009 | 59.94 | 72.26 | 19.77 | |
| DiTModel size=Large, CFG=4, GFLOPs=23.012026.01 | 21.4 | 6.85 | 0.0033 | 0.0008 | 57.46 | 65.36 | 22.95 | |
| SanaModel size=Base, CFG=4, GFLOPs=10.382026.01 | 22.33 | 6.55 | 0.0031 | 0.001 | 56.76 | 65.08 | 21.42 | |
| PixArt-ΣModel size=Large, CFG=4, GFLOPs=22.452026.01 | 22.57 | 7.16 | 0.0031 | 0.0011 | 55.46 | 64.86 | 22.27 | |
| EDiTModel size=Large, CFG=4, GFLOPs=23.392026.01 | 23.61 | 7.74 | 0.0039 | 0.0014 | 58.02 | 67.44 | 18.28 | |
| DyDi-LiTModel size=Small, CFG=4, GFLOPs=5.982026.01 | 24.48 | 6.49 | 0.0033 | 0.0009 | 53.82 | 63.26 | 20.93 | |
| DiGModel size=Large, CFG=4, GFLOPs=23.582026.01 | 25.23 | 6.7 | 0.0032 | 0.0009 | 54.9 | 62.46 | 19.25 | |
| DiTModel size=Base, CFG=4, GFLOPs=10.52026.01 | 25.28 | 6.7 | 0.0038 | 0.0009 | 51.06 | 57.74 | 24.07 | |
| SanaModel size=Small, CFG=4, GFLOPs=5.972026.01 | 28 | 6.95 | 0.0044 | 0.0011 | 49.37 | 55.01 | 22.61 | |
| EDiTModel size=Base, CFG=4, GFLOPs=10.452026.01 | 29.04 | 7.66 | 0.0046 | 0.0014 | 50.59 | 56.02 | 20.95 | |
| PixArt-ΣModel size=Base, CFG=4, GFLOPs=10.132026.01 | 30.96 | 7.1 | 0.0057 | 0.0011 | 47.35 | 53.23 | 24.48 | |
| DiTModel size=Small, CFG=4, GFLOPs=6.062026.01 | 35.29 | 7.15 | 0.008 | 0.001 | 43.28 | 47.05 | 28.23 | |
| EDiTModel size=Small, CFG=4, GFLOPs=5.912026.01 | 37.4 | 8.15 | 0.0083 | 0.0016 | 43.34 | 46.92 | 21.05 | |
| PixArt-ΣModel size=Small, CFG=4, GFLOPs=5.782026.01 | 40.74 | 7.7 | 0.0103 | 0.0012 | 40.35 | 42.44 | 27.82 | |
| DiGModel size=Base, CFG=4, GFLOPs=10.432026.01 | 43.33 | 8.02 | 0.0112 | 0.0015 | 38.67 | 40.87 | 22.68 | |
| DiGModel size=Small, CFG=4, GFLOPs=5.922026.01 | 44.83 | 7.68 | 0.0129 | 0.0014 | 37.73 | 42.9 | 25.01 | |
| DyDi-LiTModel size=Large, CFG=1, GFLOPs=22.852026.01 | 62.63 | 6.8 | 0.0446 | 0.0024 | 26.28 | 35.3 | 55.91 | |
| SanaModel size=Large, CFG=1, GFLOPs=22.832026.01 | 71.26 | 7.09 | 0.0538 | 0.0025 | 23.6 | 33.34 | 54.24 | |
| DiTModel size=Large, CFG=1, GFLOPs=23.012026.01 | 77.32 | 7.49 | 0.0613 | 0.0027 | 21.45 | 30.92 | 55.74 | |
| DyDi-LiTModel size=Base, CFG=1, GFLOPs=10.392026.01 | 79.84 | 8.25 | 0.0602 | 0.0033 | 20.93 | 30.15 | 53.17 | |
| EDiTModel size=Large, CFG=1, GFLOPs=23.392026.01 | 87.08 | 7.76 | 0.0666 | 0.0026 | 19.57 | 26.76 | 50.85 | |
| PixArt-ΣModel size=Large, CFG=1, GFLOPs=22.452026.01 | 87.43 | 8.68 | 0.0692 | 0.0034 | 18.65 | 27.71 | 51.64 | |
| SanaModel size=Base, CFG=1, GFLOPs=10.382026.01 | 88.65 | 8.8 | 0.0696 | 0.0035 | 18.77 | 27.05 | 49.69 | |
| DyDi-LiTModel size=Small, CFG=1, GFLOPs=5.982026.01 | 94.08 | 9.95 | 0.0727 | 0.0043 | 17.42 | 24.69 | 50.75 | |
| DiTModel size=Base, CFG=1, GFLOPs=10.52026.01 | 96.66 | 9.5 | 0.0798 | 0.004 | 16.61 | 24.69 | 52.37 | |
| DiGModel size=Large, CFG=1, GFLOPs=23.582026.01 | 102.9 | 10.93 | 0.0808 | 0.005 | 15.95 | 23.63 | 44.79 | |
| EDiTModel size=Base, CFG=1, GFLOPs=10.452026.01 | 103.48 | 9.8 | 0.0806 | 0.0039 | 15.82 | 21.7 | 44.44 | |
| SanaModel size=Small, CFG=1, GFLOPs=5.972026.01 | 103.74 | 10.69 | 0.0833 | 0.0046 | 15.81 | 22.4 | 45.13 | |
| PixArt-ΣModel size=Base, CFG=1, GFLOPs=10.132026.01 | 107.98 | 12.1 | 0.088 | 0.0056 | 14.48 | 21.71 | 42.33 | |
| DiTModel size=Small, CFG=1, GFLOPs=6.062026.01 | 111.85 | 11.81 | 0.0931 | 0.0053 | 13.77 | 20.5 | 43.54 | |
| EDiTModel size=Small, CFG=1, GFLOPs=5.912026.01 | 118.46 | 12.2 | 0.0935 | 0.0055 | 13.14 | 18.63 | 35.37 | |
| PixArt-ΣModel size=Small, CFG=1, GFLOPs=5.782026.01 | 121.15 | 14.62 | 0.0991 | 0.0072 | 12.3 | 18.5 | 35.9 | |
| DiGModel size=Base, CFG=1, GFLOPs=10.432026.01 | 122.74 | 12.49 | 0.0995 | 0.006 | 12.49 | 20.17 | 34.18 | |
| DiGModel size=Small, CFG=1, GFLOPs=5.922026.01 | 129.04 | 14.61 | 0.1071 | 0.0075 | 11.79 | 19.68 | 34.17 |