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Models/UltraEdit

UltraEdit

Reported on 10 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision10 results

Image EditingonImgEdit-Data
Extract· 2024-07-07
2.13
best: 2.27 (UniWorld-V1)
SOTA
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Action· 2024-07-07
2.98
best: 4.17 (BAGEL)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Add· 2024-07-07
3.44
best: 4.19 (BAGEL-NHR-EDIT)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Adjust· 2024-07-07
2.81
best: 3.64 (UniWorld-V1)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Background· 2024-07-07
2.83
best: 3.42 (BAGEL-NHR-EDIT)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Hybrid· 2024-07-07
1.91
best: 2.96 (UniWorld-V1)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Overall· 2024-07-07
2.7
best: 3.39 (BAGEL-NHR-EDIT)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Remove· 2024-07-07
1.45
best: 3.24 (UniWorld-V1)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Replace· 2024-07-07
2.96
best: 3.77 (BAGEL-NHR-EDIT)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282
Image EditingonImgEdit-Data
Style· 2024-07-07
3.76
best: 4.63 (Step1X-Edit)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale arXiv:2407.05282