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Models/BAGEL-NHR-EDIT

BAGEL-NHR-EDIT

Reported on 13 benchmarks across 1 task · 1 paper · 7 SOTA

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

Computer Vision13 results

Image EditingonImgEdit-Data
Add· uses extra data· 2025-07-18
4.19
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Background· uses extra data· 2025-07-18
3.42
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Overall· uses extra data· 2025-07-18
3.39
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Replace· uses extra data· 2025-07-18
3.77
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonGEdit-Bench-EN
Overall· uses extra data· 2025-07-18
7.12
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonGEdit-Bench-EN
Perceptual Quality· uses extra data· 2025-07-18
6.88
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonGEdit-Bench-EN
Semantic Consistency· uses extra data· 2025-07-18
8.07
SOTA
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Action· uses extra data· 2025-07-18
3.95
best: 4.17 (BAGEL)
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Adjust· uses extra data· 2025-07-18
3.55
best: 3.64 (UniWorld-V1)
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Extract· uses extra data· 2025-07-18
1.62
best: 2.27 (UniWorld-V1)
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Hybrid· uses extra data· 2025-07-18
2.94
best: 2.96 (UniWorld-V1)
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Remove· uses extra data· 2025-07-18
3.18
best: 3.24 (UniWorld-V1)
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119
Image EditingonImgEdit-Data
Style· uses extra data· 2025-07-18
4.3
best: 4.63 (Step1X-Edit)
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining arXiv:2507.14119