No-Reference Image Quality Assessment on Koniq10k (Efficiency Metrics)
12.5Params (M)HiRQA-S
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiRQA-SResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 12.5 | 3.5 | |
| ARNIQAResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 28 | 5 | |
| HiRQAResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 38.2 | 9.2 | |
| CLIP-IQAResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 38.3 | 9.8 | |
| QualiCLIPResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 38.3 | 9.9 | |
| GRepQResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 50 | 22.5 | |
| MANIQAResolution=1024x768, Hardware=NVIDIA A100 GPU2025.08 | 135.7 | 527.2 |