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Models/BAGEL

BAGEL

Reported on 13 benchmarks across 1 task · 1 paper · 5 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
Action· 2025-05-20
4.17
SOTA
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Background· 2025-05-20
3.24
best: 3.42 (BAGEL-NHR-EDIT)
SOTA
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Overall· 2025-05-20
3.2
best: 3.39 (BAGEL-NHR-EDIT)
SOTA
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonGEdit-Bench-EN
Perceptual Quality· uses extra data· 2025-05-20
6.83
best: 6.88 (BAGEL-NHR-EDIT)
SOTA
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonGEdit-Bench-EN
Semantic Consistency· uses extra data· 2025-05-20
7.36
best: 8.07 (BAGEL-NHR-EDIT)
SOTA
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Add· 2025-05-20
3.56
best: 4.19 (BAGEL-NHR-EDIT)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Adjust· 2025-05-20
3.31
best: 3.64 (UniWorld-V1)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Extract· 2025-05-20
1.7
best: 2.27 (UniWorld-V1)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Hybrid· 2025-05-20
2.38
best: 2.96 (UniWorld-V1)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Remove· 2025-05-20
2.62
best: 3.24 (UniWorld-V1)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Replace· 2025-05-20
3.3
best: 3.77 (BAGEL-NHR-EDIT)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonImgEdit-Data
Style· 2025-05-20
4.49
best: 4.63 (Step1X-Edit)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683
Image EditingonGEdit-Bench-EN
Overall· uses extra data· 2025-05-20
6.52
best: 7.12 (BAGEL-NHR-EDIT)
Emerging Properties in Unified Multimodal Pretraining arXiv:2505.14683