Image Generation on MJHQ-30K
4.48FIDPlayground v2.5
Evaluation Results
| Method | Links | |
|---|---|---|
| Playground v2.5Backbone=Diff., Resolution=512 x 5122024.12 | 4.48 | |
| Playgroundv2.5Params=–, Type=Diff, #Training Images=-, Res.=10242025.03 | 4.48 | |
| SemHiTokParams=7B, Type=AR, #Training Images=15M, Res.=2562025.03 | 5.4 | |
| LiquidParams=7B, Type=AR, #Training Images=30M, Res.=5122025.03 | 5.47 | |
| SemHiTokParams=7B, Type=AR, #Training Images=15M, Res.=3842025.03 | 5.7 | |
| SynerGen-VLParams=2.4B, Type=AR, #Training Images=25M, Res.=2562025.03 | 6.1 | |
| PixArt-αBackbone=Diff., Params. (B)=0.6, Resolution=512 x 5122024.12 | 6.14 | |
| PixArt-αParams=0.6B, Type=Diff, #Training Images=-, Res.=10242025.03 | 6.14 | |
| UniTokParams=7B, Type=AR, #Training Images=30M, Res.=2562025.03 | 7.46 | |
| VILA-UBackbone=AR, Params. (B)=7, Resolution=512 x 5122024.12 | 7.69 | |
| VILA-UParams=7B, Type=AR, #Training Images=15M, Res.=3842025.03 | 7.69 | |
| SDE(MUSE-VL)Params=7B, Type=AR, #Training Images=10M, Res.=2562025.03 | 7.73 | |
| ILLUMEParams=7B, Type=AR, #Training Images=15M, Res.=5122025.03 | 7.76 | |
| ILLUME+Params=7B, Type=AR, #Training Images=15M, Res.=5122025.03 | 7.76 | |
| TokenFlowParams=7B, Type=AR, #Training Images=60M, Res.=2562025.03 | 7.78 | |
| SD-XLBackbone=Diff., Params. (B)=0.9, Resolution=512 x 5122024.12 | 9.55 | |
| SDXLParams=2.6B, Type=Diff, #Training Images=2000M, Res.=10242025.03 | 9.55 | |
| JanusParams=1.3B, Type=AR, #Training Images=65M, Res.=3842025.03 | 10.1 | |
| VILA-UParams=7B, Type=AR, #Training Images=15M, Res.=2562025.03 | 12.81 | |
| D-DiTBackbone=Diff., Params. (B)=2, Resolution=512 x 5122024.12 | 15.16 | |
| Show-OBackbone=Discrete Diff., Params. (B)=1.3, Resolution=512 x 5122024.12 | 15.18 | |
| Show-oParams=1.5B, Type=Diff, #Training Images=36M, Res.=2562025.03 | 15.18 | |
| SD3Backbone=Diff., Params. (B)=2, Resolution=512 x 5122024.12 | 16.45 | |
| LWMBackbone=AR, Params. (B)=7, Resolution=512 x 5122024.12 | 17.77 | |
| LWMParams=7B, Type=AR, #Training Images=-, Res.=2562025.03 | 17.77 |