Image Understanding on MathVista
74.3AccuracyBAGEL-Uni-Edit (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| BAGEL-Uni-Edit (Ours)Training Stage=Stage 22026.05 | 74.3 | |
| BAGEL-Uni-Edit (Ours)Training Stage=Stage 12026.05 | 73.8 | |
| BAGEL2026.05 | 73.2 | |
| BAGEL-RecA2026.05 | 73.2 | |
| Uni-Edit w/o joint trainingjoint training=false2026.05 | 73.2 | |
| BAGEL-AnyEdit2026.05 | 71.9 | |
| Uni-Edit w/o VAE dropoutVAE dropout=false2026.05 | 71.7 | |
| Uni-Edit ViT (und.) 224x224Resolution=224x2242026.05 | 69.3 | |
| Uni-Edit ViT (und.) 224x980Resolution=224x9802026.05 | 68.3 | |
| Uni-Edit ViT (und.) 378x980Resolution=378x9802026.05 | 65.4 | |
| LaViDa-O2025.12 | 56.9 | |
| Sparse-LaViDa2025.12 | 56.7 | |
| +Uni-Edit (Ours)Base Model=Janus-Pro2026.05 | 49.2 | |
| Janus-Pro2026.05 | 45.3 |