Multi-Image Quality Comparison on SRbench
88.53Registration AccuracyQ-DeepSight
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Q-DeepSightApproach=Description-Based, Zero-Shot=true2026.04 | 88.53 | 74.14 | 79.11 | |
| AHIQApproach=Score-Based2026.04 | 83.7 | 70 | 68.4 | |
| TOPIQApproach=Score-Based2026.04 | 83.7 | 63.9 | 67 | |
| DISTSApproach=Score-Based2026.04 | 83.3 | 66.6 | 72.4 | |
| A-FINEApproach=Score-Based2026.04 | 83.3 | 78.9 | 82.4 | |
| SSIMApproach=Score-Based2026.04 | 83 | 45.3 | 37.4 | |
| LPIPSApproach=Score-Based2026.04 | 82 | 63.9 | 65.8 | |
| PSNRApproach=Score-Based2026.04 | 80.07 | 41.7 | 34.7 | |
| Q-InsightApproach=Description-Based, Zero-Shot=true2026.04 | 78.67 | 68.64 | 75.51 | |
| VisualQuality-R1Approach=Description-Based, Zero-Shot=true2026.04 | 77.05 | 50.42 | 59.62 | |
| DepictQAApproach=Description-Based, Zero-Shot=true2026.04 | 73 | 61.64 | 62.96 |