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ResearchFormerly WizWand

Image Editing on GEdit

7.86GEdit ScoreMoS-L
6.27926.68967.17.5104Nov 15, 2025Dec 16, 2025Jan 16, 2026Feb 16, 2026Mar 19, 2026Apr 19, 2026May 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MoS-LInteraction Type=MoS, Model Parameters=5B2025.117.86———
Qwen-ImageInteraction Type=Self-Attn, Model Parameters=20B2025.117.56———
MoS-SInteraction Type=MoS, Model Parameters=3B2025.117.41———
BAGEL-Uni-Edit (Ours)Training Stage=Stage 12026.057.29———
BAGEL-RecA2026.057.25———
BAGEL-Uni-Edit (Ours)Training Stage=Stage 22026.057.25———
Uni-Edit ViT (und.) 224x980Resolution=224x9802026.057.23———
Uni-Edit ViT (und.) 224x224Resolution=224x2242026.057.2———
Uni-Edit w/o VAE dropoutVAE dropout=false2026.057.06———
BAGEL-AnyEdit2026.056.95———
Uni-Edit ViT (und.) 378x980Resolution=378x9802026.056.89———
+Uni-Edit (Ours)Base Model=Janus-Pro2026.056.87———
BAGEL2026.056.86———
Uni-Edit w/o joint trainingjoint training=false2026.056.81———
BagelInteraction Type=MoT, Model Parameters=14B2025.116.52———
Janus-Pro2026.056.34———
BaselineModel=FLUX2-Klein 4B2026.06—7.727.467.11
BaselineModel=FLUX2-Klein 9B2026.06—8.387.797.74
BaselineModel=BAGEL2026.06—7.686.386.64
DuETModel=FLUX2-Klein 4B, Interval=[25, 35]2026.06—7.848.017.54
DuETModel=FLUX2-Klein 4B, Interval=[35, 45]2026.06—7.827.897.41
DuETModel=FLUX2-Klein 9B, Interval=[25, 35]2026.06—8.398.057.92
DuETModel=FLUX2-Klein 9B, Interval=[35, 45]2026.06—8.467.977.92
DuETModel=BAGEL, Interval=[25, 35]2026.06—7.756.626.84
DuETModel=BAGEL, Interval=[35, 45]2026.06—7.946.746.99
E -> E* -> EModel=FLUX2-Klein 4B, Interval=[25, 35]2026.06—7.777.477.16
E -> E* -> EModel=FLUX2-Klein 4B, Interval=[35, 45]2026.06—7.737.467.09
E -> E* -> EModel=FLUX2-Klein 9B, Interval=[25, 35]2026.06—8.57.777.82
E -> E* -> EModel=FLUX2-Klein 9B, Interval=[35, 45]2026.06—8.437.777.78
E -> E* -> EModel=BAGEL, Interval=[25, 35]2026.06—7.726.46.69
E -> E* -> EModel=BAGEL, Interval=[35, 45]2026.06—7.676.426.66