Image Quality Assessment on AGIQA-1K (random seed 2)
0.889SRCCPKT-2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PKT-2FLOPs=12.64G, #Params=84.23M2026.07 | 0.889 | 0.9054 | |
| PKT-1FLOPs=12.64G, #Params=84.23M2026.07 | 0.8849 | 0.8993 | |
| LIQEFLOPs=53.89G, #Params=84.23M2026.07 | 0.8702 | 0.8937 | |
| MANIQAFLOPs=108.62G, #Params=128.51M2026.07 | 0.8613 | 0.8842 | |
| StairIQAFLOPs=5.11G, #Params=30.49M2026.07 | 0.8532 | 0.8784 | |
| CLIP-AGIQAFLOPs=22.90G, #Params=84.29M2026.07 | 0.8518 | 0.8565 | |
| HyperIQAFLOPs=8.67G, #Params=27.38M2026.07 | 0.8486 | 0.8726 | |
| MUSIQFLOPs=126.52G, #Params=78.55M2026.07 | 0.8383 | 0.8706 | |
| LinearityIQAFLOPs=1.82G, #Params=12.53M2026.07 | 0.822 | 0.8352 |