Instruction-Based Image Editing on Reason50K Causal Reasoning benchmark leaderboard · SOTA2 Research

Instruction-Based Image Editing on Reason50K Causal Reasoning

0.282CLIP ScoreReasonBrain

Evaluation Results

Method	Links
ReasonBrain2025.07		0.282	0.891	0.858
UltraEdit2025.07		0.193	0.869	0.482
SmartFreeEdit2025.07		0.189	0.866	0.501
GPT Image 1.52025.07		0.181	0.856	0.465
MIGE2025.07		0.178	0.851	0.465
Qwen-Image-Edit2025.07		0.178	0.849	0.432
Flux Kontext2025.07		0.169	0.835	0.409
SmartEdit2025.07		0.165	0.823	0.385
Bagel-Thinking2025.07		0.163	0.819	0.391
MagicBrush2025.07		0.162	0.802	0.344
ChatGPT-4o2025.07		0.161	0.819	0.398
MGIE2025.07		0.155	0.761	0.328
Qwen-Image-Edit2025.07		0.155	0.805	0.376
InstructPix2Pix2025.07		0.153	0.785	0.191
Bagel2025.07		0.152	0.804	0.366
PixWizard2025.07		0.132	0.863	0.393