Image Quality Assessment on UHD-IQA (val)
0.809PLCCLAR-IQA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LAR-IQAhead_type=KAN head, #Para=21.1M, MACs=<37G2024.08 | 0.809 | 0.803 | 0.611 | 0.04 | 0.031 | |
| LAR-IQAhead_type=MLP head, #Para=21.2M, MACs=<37G2024.08 | 0.797 | 0.791 | 0.601 | 0.042 | 0.033 | |
| QualiCLIP#Para=102M, MACs=901G2024.08 | 0.752 | 0.757 | 0.557 | 0.079 | 0.064 | |
| CLIP-IQA+#Para=102M, MACs=895G2024.08 | 0.732 | 0.743 | 0.546 | 0.108 | 0.087 | |
| ARNIQA#Para=27.9M, MACs=855G2024.08 | 0.717 | 0.718 | 0.523 | 0.05 | 0.039 | |
| CONTRIQUE#Para=27.9M, MACs=855G2024.08 | 0.712 | 0.716 | 0.521 | 0.049 | 0.038 | |
| Effnet-2C-MLSPMACs=345G2024.08 | 0.627 | 0.615 | 0.445 | 0.06 | 0.05 | |
| HyperIQA#Para=27.3M, MACs=211G2024.08 | 0.182 | 0.524 | 0.359 | 0.087 | 0.055 |