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Models/ICEdit

ICEdit

Reported on 10 benchmarks across 1 task · 1 paper · 10 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
Action· 2024-06-17
3.68
best: 4.17 (BAGEL)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Add· 2024-06-17
3.58
best: 4.19 (BAGEL-NHR-EDIT)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Adjust· 2024-06-17
3.39
best: 3.64 (UniWorld-V1)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Background· 2024-06-17
3.08
best: 3.42 (BAGEL-NHR-EDIT)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Extract· 2024-06-17
1.73
best: 2.27 (UniWorld-V1)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Hybrid· 2024-06-17
2.04
best: 2.96 (UniWorld-V1)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Overall· 2024-06-17
3.05
best: 3.39 (BAGEL-NHR-EDIT)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Remove· 2024-06-17
2.93
best: 3.24 (UniWorld-V1)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Replace· 2024-06-17
3.15
best: 3.77 (BAGEL-NHR-EDIT)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194
Image EditingonImgEdit-Data
Style· 2024-06-17
3.84
best: 4.63 (Step1X-Edit)
SOTA
In-Context Editing: Learning Knowledge from Self-Induced Distributions arXiv:2406.11194