Image Generation on WISE
75ScoreBAGEL-Uni-Edit (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| BAGEL-Uni-Edit (Ours)Thinking mode=true, Training Stage=Stage 12026.05 | 75 | |
| BAGEL-RecAThinking mode=true2026.05 | 74 | |
| BAGEL-Uni-Edit (Ours)Thinking mode=true, Training Stage=Stage 22026.05 | 74 | |
| Uni-Edit ViT (und.) 224x224Thinking mode=true, Resolution=224x2242026.05 | 74 | |
| Uni-Edit w/o joint trainingThinking mode=true, joint training=false2026.05 | 73 | |
| Uni-Edit ViT (und.) 224x980Thinking mode=true, Resolution=224x9802026.05 | 73 | |
| BAGELThinking mode=true2026.05 | 72 | |
| Uni-Edit w/o VAE dropoutThinking mode=true, VAE dropout=false2026.05 | 72 | |
| Uni-Edit ViT (und.) 378x980Thinking mode=true, Resolution=378x9802026.05 | 71 | |
| BagelSize=7B+7B*, Data type=I2T T2I INT CoT, CoT=true2026.06 | 70 | |
| BAGEL-AnyEditThinking mode=true2026.05 | 69 | |
| Mural 7BSize=7B+7B*, Data type=T2I, CoT=true2026.06 | 66 | |
| Mural 3BSize=3B+3B*, Data type=T2I, CoT=true2026.06 | 56 | |
| MetaQuery-XLSize=7B+2B*, Data type=T2I2026.06 | 55 | |
| UniWorld-v1Size=7B+12B*+5B**, Data type=I2T T2I2026.06 | 55 | |
| +Uni-Edit (Ours)Thinking mode=true, Base Model=Janus-Pro2026.05 | 52 | |
| BagelSize=7B+7B*, Data type=I2T T2I INT CoT, CoT=false2026.06 | 52 | |
| Mural 7BSize=7B+7B*, Data type=T2I, CoT=false2026.06 | 51 | |
| Mural 3BSize=3B+3B*, Data type=T2I, CoT=false2026.06 | 46 | |
| Janus-ProThinking mode=true2026.05 | 45 | |
| Emu3Size=8B, Data type=T2T I2T T2I2026.06 | 39 | |
| Show-oSize=1.3B, Data type=T2T I2T T2I2026.06 | 35 | |
| Janus-ProSize=7B, Data type=I2T T2I2026.06 | 35 |