Image Editing on ImgEdit-Data

9개 결과 · ⬇ CSV · JSON

Overall

Rank	Model	Overall	Add	Adjust	Extract	Replace	Remove	Background	Style	Extra Training Data	Paper	Code	Year
1	BAGEL-NHR-EDIT	3.39	4.19	3.55	1.62	3.77	3.18	3.42	4.3	✓	NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining		2025
2	UniWorld-V1	3.26	3.82	3.64	2.27	3.47	3.24	2.99	4.21		UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation	PKU-YuanGroup/UniWorld-V1 · pku-yuangroup/imgedit	2025
3	BAGEL	3.20	3.56	3.31	1.70	3.30	2.62	3.24	4.49		Emerging Properties in Unified Multimodal Pretraining	ByteDance-Seed/Bagel · neverbiasu/ComfyUI-BAGEL	2025
4	Step1X-Edit	3.06	3.88	3.14	1.76	3.40	2.41	3.16	4.63		Step1X-Edit: A Practical Framework for General Image Editing	stepfun-ai/step1x-edit	2025
5	ICEdit	3.05	3.58	3.39	1.73	3.15	2.93	3.08	3.84		In-Context Editing: Learning Knowledge from Self-Induced Distributions	bigai-ai/ICE · EVOKE-LMM/EVOKE	2024
6	UltraEdit	2.70	3.44	2.81	2.13	2.96	1.45	2.83	3.76		UltraEdit: Instruction-based Fine-Grained Image Editing at Scale	pkunlp-icler/ultraedit	2024
7	AnyEdit	2.45	3.18	2.95	1.88	2.47	2.23	2.24	2.85		AnyEdit: Edit Any Knowledge Encoded in Language Models		2025
8	Instruct-Pix2Pix	1.88	2.45	1.83	1.44	2.01	1.50	1.44	3.55		InstructPix2Pix: Learning to Follow Image Editing Instructions	huggingface/diffusers · timothybrooks/instruct-pix2pix · mv-lab/InstructIR · +3	2022
9	MagicBrush	1.83	2.84	1.58	1.51	1.97	1.58	1.75	2.38		MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing	osu-nlp-group/magicbrush	2023