Artistic Image Aesthetics Assessment on APDD
0.871SROCCArtQuant
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ArtQuantModality=I+T, Epochs=4/2/82025.12 | 0.871 | 0.894 | |
| ArtCLIPModality=I+T, Epochs=20+2025.12 | 0.81 | 0.84 | |
| SAANModality=I, Epochs=2002025.12 | 0.78 | 0.61 | |
| AANSPSModality=I2025.12 | 0.76 | 0.79 | |
| GPT-4o (+CoT)Modality=I+T+A+V, Chain-of-Thought=true2025.12 | 0.559 | 0.603 | |
| GPT-4oModality=I+T+A+V, Chain-of-Thought=false2025.12 | 0.531 | 0.558 | |
| Qwen-VL-PlusModality=I+T+V, Chain-of-Thought=false2025.12 | 0.472 | 0.482 | |
| Qwen-VL-Plus (+CoT)Modality=I+T+V, Chain-of-Thought=true2025.12 | 0.472 | 0.493 |