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ResearchFormerly WizWand

Image Aesthetic Assessment on AADB

0.7746SRCCRED-Aes-7B
0.3132560.4330280.55280.672572Mar 4, 2026Mar 19, 2026Apr 3, 2026Apr 19, 2026May 4, 2026May 19, 2026Jun 4, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RED-Aes-7BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-7B2026.060.77460.7722
Charm2026.030.7540.767
RED-Aes-2BZero-shot=true, Cross-domain=true, Backbone=Qwen3-VL-2B2026.060.75230.7426
RED-Aes-3BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-3B2026.060.75090.7365
Ours (hybrid)Variant=Hybrid model, Backbone=CLIP-ResNet502026.030.7450.748
CLIP-ResNet50Backbone=CLIP-ResNet50, Evaluation=Linear regression probe2026.030.740.745
MLSP2026.030.7250.726
PA-IAA2026.030.720.728
RGNet2026.030.71—
NIMA2026.030.7080.711
MUSIQ2026.030.7060.712
Ours (interpretable)Variant=Interpretable branch, Backbone=CLIP-ResNet502026.030.6970.701
DINOv2-smallBackbone=DINOv2-small2026.030.6820.695
Qwen3-VL-32BZero-shot=true, Cross-domain=true, Backbone=Qwen3-VL-32B2026.060.67820.7147
Qwen3-VL-8BZero-shot=true, Cross-domain=true, Backbone=Qwen3-VL-8B2026.060.6460.6934
GPT-5Zero-shot=true, Cross-domain=true2026.060.59890.6001
FGAesQ2026.030.5620.571
Seed1.5-VL-thinkingZero-shot=true, Cross-domain=true2026.060.55770.5279
VILA2026.030.5480.561
Aes-R1-7BZero-shot=true, Cross-domain=true, Backbone=7B2026.060.54230.5386
GPT-4oZero-shot=true, Cross-domain=true2026.060.53140.5209
Qwen2.5-VL-32BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-32B2026.060.51380.506
ArtiMuse-8BZero-shot=true, Cross-domain=true, Backbone=8B2026.060.5130.4836
Charm2026.030.510.528
Qwen2.5-VL-7BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-7B2026.060.50760.448
UniPercept-8BZero-shot=true, Cross-domain=true, Backbone=8B2026.060.42370.4285
NIMAZero-shot=true, Cross-domain=true2026.060.39040.3886
NIMA2026.030.3650.371
MUSIQ2026.030.3310.343