Image Aesthetic Assessment on PARA
0.8846PLCCRED-Aes-7B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RED-Aes-7BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-7B2026.06 | 0.8846 | 0.8591 | |
| RED-Aes-2BZero-shot=true, Cross-domain=true, Backbone=Qwen3-VL-2B2026.06 | 0.8616 | 0.836 | |
| RED-Aes-3BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-3B2026.06 | 0.8547 | 0.8413 | |
| Aes-R1-7BZero-shot=true, Cross-domain=true, Backbone=7B2026.06 | 0.7842 | 0.7666 | |
| GPT-5Zero-shot=true, Cross-domain=true2026.06 | 0.7433 | 0.7352 | |
| Qwen2.5-VL-32BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-32B2026.06 | 0.7176 | 0.7118 | |
| Qwen3-VL-32BZero-shot=true, Cross-domain=true, Backbone=Qwen3-VL-32B2026.06 | 0.7176 | 0.7118 | |
| UniPercept-8BZero-shot=true, Cross-domain=true, Backbone=8B2026.06 | 0.7006 | 0.5869 | |
| GPT-4oZero-shot=true, Cross-domain=true2026.06 | 0.6916 | 0.6719 | |
| Seed1.5-VL-thinkingZero-shot=true, Cross-domain=true2026.06 | 0.6134 | 0.6364 | |
| ArtiMuse-8BZero-shot=true, Cross-domain=true, Backbone=8B2026.06 | 0.6057 | 0.5624 | |
| Qwen3-VL-8BZero-shot=true, Cross-domain=true, Backbone=Qwen3-VL-8B2026.06 | 0.605 | 0.6127 | |
| Qwen2.5-VL-7BZero-shot=true, Cross-domain=true, Backbone=Qwen2.5-VL-7B2026.06 | 0.5966 | 0.6252 | |
| NIMAZero-shot=true, Cross-domain=true2026.06 | 0.5868 | 0.5709 |