Image Quality Assessment Correlation on RealEstate10K
1PLCCSSIM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SSIMIQA Type=FR-IQA, GT Reference Map=SSIM2026.04 | 1 | — | — | — | — | 1 | |
| DINOv2IQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 1 | — | — | — | — | 1 | |
| PSNRIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 1 | — | — | — | — | 1 | |
| LPIPSIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 1 | — | — | — | — | 1 | |
| OursSSIMIQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.632 | — | — | — | — | 0.677 | |
| LPIPSIQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 0.489 | — | — | — | — | 0.516 | |
| DINOv2IQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.489 | — | — | — | — | 0.516 | |
| PuzzleSimIQA Type=CR-IQA2026.04 | 0.458 | — | — | — | — | 0.447 | |
| OursDINOv2IQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.453 | — | — | — | — | 0.564 | |
| LPIPSIQA Type=FR-IQA, GT Reference Map=SSIM2026.04 | 0.452 | — | — | — | — | 0.46 | |
| SSIMIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.452 | — | — | — | — | 0.46 | |
| PIQEIQA Type=NR-IQA, GT Reference Map=SSIM2026.04 | 0.444 | — | — | — | — | 0.533 | |
| CrossScoreIQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.442 | — | — | — | — | 0.523 | |
| PuzzleSimIQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.41 | — | — | — | — | 0.478 | |
| SSIMIQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 0.4 | — | — | — | — | 0.444 | |
| DINOv2IQA Type=FR-IQA, GT Reference Map=SSIM2026.04 | 0.4 | — | — | — | — | 0.533 | |
| PSNRIQA Type=FR-IQA, GT Reference Map=SSIM2026.04 | 0.392 | — | — | — | — | 0.386 | |
| SSIMIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.392 | — | — | — | — | 0.386 | |
| PuzzleSimIQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.384 | — | — | — | — | 0.415 | |
| LPIPSIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.37 | — | — | — | — | 0.347 | |
| PSNRIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.37 | — | — | — | — | 0.347 | |
| MEt3RIQA Type=CR-IQA, Evaluation Region=Valid overlapping region only2026.04 | 0.363 | — | — | — | — | 0.352 | |
| OursDINOv2IQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.352 | — | — | — | — | 0.395 | |
| Ours_partialIQA Type=CR-IQA, GT Reference Map=DINOv2, Evaluation Region=Overlapping2026.04 | 0.325 | — | — | — | — | 0.509 | |
| MEt3RIQA Type=CR-IQA, GT Reference Map=DINOv2, Evaluation Region=Overlapping2026.04 | 0.312 | — | — | — | — | 0.368 | |
| PR-IQA (DINOv2)IQA Type=CR-IQA2026.04 | 0.304 | — | — | — | — | 0.333 | |
| CrossScoreIQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.285 | — | — | — | — | 0.324 | |
| PR-IQA (SSIM)IQA Type=CR-IQA2026.04 | 0.284 | — | — | — | — | 0.244 | |
| OursSSIMIQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.278 | — | — | — | — | 0.324 | |
| PSNRIQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 0.248 | — | — | — | — | 0.241 | |
| DINOv2IQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.248 | — | — | — | — | 0.241 | |
| PIQEIQA Type=NR-IQA2026.04 | 0.227 | — | — | — | — | 0.235 | |
| PuzzleSimIQA Type=CR-IQA2026.04 | 0.208 | — | — | — | — | 0.2 | |
| PR-IQA (partial)IQA Type=CR-IQA, Evaluation Region=Valid overlapping region only2026.04 | 0.208 | — | — | — | — | 0.298 | |
| Ours_partialIQA Type=CR-IQA, GT Reference Map=SSIM, Evaluation Region=Overlapping2026.04 | 0.206 | — | — | — | — | 0.266 | |
| PR-IQA (DINOv2)IQA Type=CR-IQA2026.04 | 0.206 | — | — | — | — | 0.215 | |
| MEt3RIQA Type=CR-IQA, GT Reference Map=SSIM, Evaluation Region=Overlapping2026.04 | 0.195 | — | — | — | — | 0.217 | |
| CrossScoreIQA Type=CR-IQA2026.04 | 0.195 | — | — | — | — | 0.149 | |
| PIQEIQA Type=NR-IQA, GT Reference Map=DINOv22026.04 | 0.191 | — | — | — | — | 0.245 | |
| PR-IQA (SSIM)IQA Type=CR-IQA2026.04 | 0.171 | — | — | — | — | 0.175 | |
| CrossScoreIQA Type=CR-IQA2026.04 | 0.169 | — | — | — | — | 0.161 | |
| MEt3RIQA Type=CR-IQA, Evaluation Region=Valid overlapping region only2026.04 | 0.125 | — | — | — | — | 0.117 | |
| PAL4VSTIQA Type=NR-IQA, GT Reference Map=DINOv22026.04 | 0.094 | — | — | — | — | 0.088 | |
| PAL4VSTIQA Type=NR-IQA2026.04 | 0.078 | — | — | — | — | 0.074 | |
| PR-IQA (partial)IQA Type=CR-IQA, Evaluation Region=Valid overlapping region only2026.04 | 0.07 | — | — | — | — | 0.15 | |
| PIQEIQA Type=NR-IQA2026.04 | 0.047 | — | — | — | — | 0.062 | |
| PAL4VSTIQA Type=NR-IQA, GT Reference Map=SSIM2026.04 | 0.043 | — | — | — | — | 0.048 | |
| PaQ-2-PiQIQA Type=NR-IQA2026.04 | 0.029 | — | — | — | — | 0.03 | |
| PAL4VSTIQA Type=NR-IQA2026.04 | 0.013 | — | — | — | — | 0.012 | |
| PaQ-2-PiQIQA Type=NR-IQA, GT Reference Map=DINOv22026.04 | -0.111 | — | — | — | — | -0.119 | |
| PaQ-2-PiQIQA Type=NR-IQA2026.04 | -0.126 | — | — | — | — | -0.134 | |
| PaQ-2-PiQIQA Type=NR-IQA, GT Reference Map=SSIM2026.04 | -0.251 | — | — | — | — | -0.268 | |
| CrossScoreIQA Type=CR-IQA2026.04 | — | -0.095 | -0.074 | -0.035 | -0.026 | — | |
| OursDINOv2IQA Type=CR-IQA2026.04 | — | 0.79 | 0.802 | 0.746 | 0.783 | — | |
| OursSSIMIQA Type=CR-IQA2026.04 | — | 0.595 | 0.6 | 0.666 | 0.684 | — | |
| PaQ-2-PiQIQA Type=NR-IQA2026.04 | — | 0.022 | 0.012 | 0.032 | 0.042 | — | |
| PIQEIQA Type=NR-IQA2026.04 | — | -0.126 | -0.128 | -0.133 | -0.118 | — | |
| PuzzleSimIQA Type=CR-IQA2026.04 | — | 0.772 | 0.727 | 0.827 | 0.747 | — |