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Benchmarks
Image Blending on Totally Looks Like Low Difficulty (Attribute-Masked DreamSim)
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0.708
Attribute-Masked DreamSim (Input 1)
VibeSpace
0.43344
0.50472
0.576
0.64728
Dec 16, 2025
Attribute-Masked DreamSim (Input 1)
Attribute-Masked DreamSim (Input 2)
Attribute-Masked DreamSim (Mean)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Attribute-Masked DreamSim (Input 1)
Attribute-Masked DreamSim (Input 2)
Attribute-Masked DreamSim (Mean)
VibeSpace
Blending Category=Conc...
2025.12
0.708
0.596
0.652
VibeSpace (pixel-level blending)
Blending Category=Pixe...
2025.12
0.66
0.591
0.626
CLIP Avg
Blending Category=Pixe...
2025.12
0.632
0.648
0.64
AID
Blending Category=Conc...
2025.12
0.599
0.531
0.565
Yu et al.
Blending Category=Pixe...
2025.12
0.571
0.581
0.576
DiffMorpher
Blending Category=Pixe...
2025.12
0.547
0.591
0.569
Gemini
Blending Category=Conc...
2025.12
0.518
0.454
0.486
GPT
Blending Category=Conc...
2025.12
0.444
0.355
0.399
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