Human Perception Regression on Street View Imagery
1.5072RMSEGAIR
Evaluation results
| Method | Links | |
|---|---|---|
| GAIREvaluation Setting=All2025.03 | 1.5072 | |
| ImageNet Init.Evaluation Setting=All2025.03 | 1.5271 | |
| MAE-StreetscapesEvaluation Setting=All2025.03 | 1.5774 | |
| MAE-ImageNetEvaluation Setting=All2025.03 | 1.5788 | |
| MoCo V3-StreetscapesEvaluation Setting=All2025.03 | 1.58 | |
| MoCo V3Evaluation Setting=All2025.03 | 1.5821 | |
| GAIR w/o LocEvaluation Setting=All2025.03 | 1.596 | |
| TaxaBindEvaluation Setting=All2025.03 | 1.6067 | |
| PISEvaluation Setting=All2025.03 | 1.6166 | |
| ImageNet Init.Evaluation Setting=Non-Linear2025.03 | 1.6439 | |
| GAIREvaluation Setting=Non-Linear2025.03 | 1.6489 | |
| MoCo V3Evaluation Setting=Non-Linear2025.03 | 1.6599 | |
| GAIR w/o LocEvaluation Setting=Non-Linear2025.03 | 1.6782 | |
| MoCo V3-StreetscapesEvaluation Setting=Non-Linear2025.03 | 1.7084 | |
| TaxaBindEvaluation Setting=Non-Linear2025.03 | 1.7108 | |
| GAIREvaluation Setting=Linear2025.03 | 1.7141 | |
| ImageNet Init.Evaluation Setting=Linear2025.03 | 1.7473 | |
| GAIR w/o LocEvaluation Setting=Linear2025.03 | 1.7473 | |
| MoCo V3Evaluation Setting=Linear2025.03 | 1.759 | |
| MAE-ImageNetEvaluation Setting=Non-Linear2025.03 | 1.7592 | |
| MoCo V3-StreetscapesEvaluation Setting=Linear2025.03 | 1.7601 | |
| MAE-StreetscapesEvaluation Setting=Non-Linear2025.03 | 1.7701 | |
| TaxaBindEvaluation Setting=Linear2025.03 | 1.796 | |
| MAE-StreetscapesEvaluation Setting=Linear2025.03 | 1.8514 | |
| MAE-ImageNetEvaluation Setting=Linear2025.03 | 1.873 | |
| SatMAEEvaluation Setting=All2025.03 | 1.8812 | |
| PISEvaluation Setting=Non-Linear2025.03 | 1.8865 | |
| CROMAEvaluation Setting=All2025.03 | 1.9387 | |
| GAIR-MAEEvaluation Setting=All2025.03 | 1.9611 | |
| PISEvaluation Setting=Linear2025.03 | 1.9858 | |
| CROMAEvaluation Setting=Non-Linear2025.03 | 2.0219 | |
| GAIR-MAEEvaluation Setting=Non-Linear2025.03 | 2.0495 | |
| CROMAEvaluation Setting=Linear2025.03 | 2.0768 | |
| SatMAEEvaluation Setting=Non-Linear2025.03 | 2.1196 | |
| GAIR-MAEEvaluation Setting=Linear2025.03 | 2.1254 | |
| Random Init.Evaluation Setting=Non-Linear2025.03 | 2.1534 | |
| SatMAEEvaluation Setting=Linear2025.03 | 2.1681 | |
| Random Init.Evaluation Setting=All2025.03 | 2.1839 | |
| Random Init.Evaluation Setting=Linear2025.03 | 2.2 |