Image Quality Assessment on AGIQA-3K (random seed 2)
0.8765SRCCPKT-1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PKT-1FLOPs=12.64G, #Params=84.23M2026.07 | 0.8765 | 0.9163 | |
| PKT-2FLOPs=12.64G, #Params=84.23M2026.07 | 0.8746 | 0.9142 | |
| LIQEFLOPs=53.89G, #Params=84.23M2026.07 | 0.8684 | 0.9109 | |
| MANIQAFLOPs=108.62G, #Params=128.51M2026.07 | 0.8645 | 0.9131 | |
| CLIP-AGIQAFLOPs=22.90G, #Params=84.29M2026.07 | 0.8595 | 0.9069 | |
| StairIQAFLOPs=5.11G, #Params=30.49M2026.07 | 0.8337 | 0.8891 | |
| HyperIQAFLOPs=8.67G, #Params=27.38M2026.07 | 0.8273 | 0.8841 | |
| MUSIQFLOPs=126.52G, #Params=78.55M2026.07 | 0.7954 | 0.8558 | |
| LinearityIQAFLOPs=1.82G, #Params=12.53M2026.07 | 0.7865 | 0.8085 |