Image Quality Assessment Correlation on Mip-NeRF 360
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 Reference Map=SSIM2026.04 | 0.565 | — | — | — | — | 0.554 | |
| LPIPSIQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 0.557 | — | — | — | — | 0.472 | |
| OursDINOv2IQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.555 | — | — | — | — | 0.622 | |
| OursSSIMIQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.535 | — | — | — | — | 0.556 | |
| PSNRIQA Type=FR-IQA, GT Reference Map=SSIM2026.04 | 0.517 | — | — | — | — | 0.487 | |
| SSIMIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.517 | — | — | — | — | 0.487 | |
| Ours_partialIQA Type=CR-IQA, GT Reference Map=DINOv2, Evaluation Region=Overlapping2026.04 | 0.437 | — | — | — | — | 0.596 | |
| LPIPSIQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.434 | — | — | — | — | 0.384 | |
| SSIMIQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 0.409 | — | — | — | — | 0.386 | |
| DINOv2IQA Type=FR-IQA, GT Reference Map=SSIM2026.04 | 0.409 | — | — | — | — | 0.386 | |
| PSNRIQA Type=FR-IQA, GT Reference Map=DINOv22026.04 | 0.407 | — | — | — | — | 0.338 | |
| DINOv2IQA Type=FR-IQA, GT Pose Requirement=Requires same-pose GT image2026.04 | 0.407 | — | — | — | — | 0.338 | |
| PR-IQA (SSIM)IQA Type=CR-IQA2026.04 | 0.338 | — | — | — | — | 0.345 | |
| OursSSIMIQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.32 | — | — | — | — | 0.367 | |
| PuzzleSimIQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.304 | — | — | — | — | 0.327 | |
| CrossScoreIQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.29 | — | — | — | — | 0.325 | |
| OursDINOv2IQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.261 | — | — | — | — | 0.241 | |
| PR-IQA (DINOv2)IQA Type=CR-IQA2026.04 | 0.259 | — | — | — | — | 0.227 | |
| PuzzleSimIQA Type=CR-IQA2026.04 | 0.179 | — | — | — | — | 0.172 | |
| PR-IQA (partial)IQA Type=CR-IQA, Evaluation Region=Valid overlapping region only2026.04 | 0.161 | — | — | — | — | 0.184 | |
| Ours_partialIQA Type=CR-IQA, GT Reference Map=SSIM, Evaluation Region=Overlapping2026.04 | 0.15 | — | — | — | — | 0.169 | |
| PIQEIQA Type=NR-IQA, GT Reference Map=DINOv22026.04 | 0.144 | — | — | — | — | 0.161 | |
| PuzzleSimIQA Type=CR-IQA, GT Reference Map=SSIM2026.04 | 0.128 | — | — | — | — | 0.124 | |
| MEt3RIQA Type=CR-IQA, GT Reference Map=DINOv2, Evaluation Region=Overlapping2026.04 | 0.105 | — | — | — | — | 0.129 | |
| CrossScoreIQA Type=CR-IQA, GT Reference Map=DINOv22026.04 | 0.094 | — | — | — | — | 0.09 | |
| CrossScoreIQA Type=CR-IQA2026.04 | 0.082 | — | — | — | — | 0.081 | |
| MEt3RIQA Type=CR-IQA, Evaluation Region=Valid overlapping region only2026.04 | 0.056 | — | — | — | — | 0.055 | |
| MEt3RIQA Type=CR-IQA, GT Reference Map=SSIM, Evaluation Region=Overlapping2026.04 | 0.037 | — | — | — | — | 0.032 | |
| PAL4VSTIQA Type=NR-IQA, GT Reference Map=DINOv22026.04 | 0.03 | — | — | — | — | 0.031 | |
| PAL4VSTIQA Type=NR-IQA2026.04 | 0.016 | — | — | — | — | 0.016 | |
| PAL4VSTIQA Type=NR-IQA, GT Reference Map=SSIM2026.04 | 0.014 | — | — | — | — | 0.014 | |
| PIQEIQA Type=NR-IQA, GT Reference Map=SSIM2026.04 | -0.002 | — | — | — | — | 0.017 | |
| PaQ-2-PiQIQA Type=NR-IQA, GT Reference Map=DINOv22026.04 | -0.088 | — | — | — | — | -0.107 | |
| PIQEIQA Type=NR-IQA2026.04 | -0.11 | — | — | — | — | -0.114 | |
| PaQ-2-PiQIQA Type=NR-IQA, GT Reference Map=SSIM2026.04 | -0.163 | — | — | — | — | -0.174 | |
| PaQ-2-PiQIQA Type=NR-IQA2026.04 | -0.179 | — | — | — | — | -0.181 | |
| CrossScoreIQA Type=CR-IQA2026.04 | — | -0.09 | -0.104 | 0.366 | 0.366 | — | |
| OursDINOv2IQA Type=CR-IQA2026.04 | — | 0.597 | 0.547 | 0.571 | 0.541 | — | |
| OursSSIMIQA Type=CR-IQA2026.04 | — | 0.186 | 0.164 | 0.629 | 0.62 | — | |
| PaQ-2-PiQIQA Type=NR-IQA2026.04 | — | 0.002 | 0.012 | -0.014 | -0.009 | — | |
| PIQEIQA Type=NR-IQA2026.04 | — | 0.047 | 0.044 | 0.348 | 0.347 | — | |
| PuzzleSimIQA Type=CR-IQA2026.04 | — | 0.607 | 0.518 | 0.516 | 0.494 | — |