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Visual Rating (Image Aesthetic Assessment) on FLICKR-AES

0.688SRCC

UniPercept

Updated 3d ago

Evaluation Results

Method	Links
UniPercept 2025.12		0.688	0.681
GLM-4.5-V-106BA12B 2025.12		0.651	0.597
QwenVL-2.5-Instruct-72B 2025.12		0.626	0.589
Q-Insight* 2025.12		0.617	0.537
GPT-4o 2025.12		0.605	0.597
QwenVL-2.5-Instruct-7B 2025.12		0.588	0.52
LLaVA-OneVision-1.5-Instruct-8B 2025.12		0.586	0.541
QwenVL-3-Instruct-32B 2025.12		0.572	0.413
InternVL3.5-38B 2025.12		0.559	0.529
Llama-4-Scout 2025.12		0.548	0.506
InternVL3-8B 2025.12		0.547	0.476
InternVL3.5-8B 2025.12		0.519	0.448
InternVL3-78B 2025.12		0.518	0.433
QwenVL-3-Instruct-8B 2025.12		0.507	0.388
Gemini-2.5-pro 2025.12		0.357	0.206
ArtiMuse 2025.12		0.349	0.334
Q-Align* 2025.12		0.137	0.123
Claude-Sonnet-4.5 2025.12		0.037	0.049