Distortion-aware saliency prediction on GenBlemish 27K
0.9336AUC-JuddAgentic Retoucher
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Agentic Retoucher2026.01 | 0.9336 | 1.2087 | 0.5568 | 0.3822 | 1.4313 | |
| SALICON2026.01 | 0.923 | 1.0774 | 0.5039 | 0.2734 | 1.7171 | |
| RichHF2026.01 | 0.9211 | 0.8954 | 0.4748 | 0.3309 | 1.6697 | |
| SAMBackbone=ResNet2026.01 | 0.9162 | 1.0552 | 0.404 | 0.2475 | 2.074 | |
| TranSalNet2026.01 | 0.9029 | 1.1494 | 0.4616 | 0.0989 | 2.8716 | |
| SAMBackbone=VGG2026.01 | 0.8773 | 1.2072 | 0.341 | 0.1791 | 2.4094 | |
| MLNet2026.01 | 0.8539 | 1.0455 | 0.3535 | 0.2381 | 2.2359 | |
| SWD2026.01 | 0.817 | 0.5307 | 0.0712 | 0.0761 | 3.5233 | |
| SMVJ2026.01 | 0.8167 | 0.7121 | 0.0778 | 0.0623 | 3.3722 | |
| InternVL3.5Model size=8B2026.01 | 0.8049 | 0.7689 | 0.5104 | 0.4095 | 3.9325 | |
| AIM2026.01 | 0.7822 | 1.1479 | 0.1667 | 0.0759 | 3.0185 | |
| Sal-CFS-GAN2026.01 | 0.7747 | 0.781 | 0.2124 | 0.1018 | 2.8589 | |
| GBVS2026.01 | 0.658 | 0.5811 | 0.008 | 0.001 | 8.5547 | |
| Qwen2.5-VLModel size=7B2026.01 | 0.6145 | 0.419 | 0.171 | 0.1481 | 7.4353 | |
| GLM-4.1VModel size=9B2026.01 | 0.5461 | 0.2191 | 0.0604 | 0.0902 | 8.0118 | |
| SR2026.01 | 0.5336 | 0.0135 | 0.0002 | 0.0524 | 3.4162 | |
| CA2026.01 | 0.4516 | 0.7633 | 0.1 | 0.0693 | 3.3286 |