View Direction Classification on Street View Imagery
64.95F1 ScoreGAIR
Evaluation results
| Method | Links | |
|---|---|---|
| GAIREvaluation Setting=Non-Linear2025.03 | 64.95 | |
| MAE-ImageNetEvaluation Setting=Non-Linear2025.03 | 64.26 | |
| MoCo V3Evaluation Setting=Non-Linear2025.03 | 62.62 | |
| MAE-StreetscapesEvaluation Setting=Non-Linear2025.03 | 61.02 | |
| GAIREvaluation Setting=All2025.03 | 61.02 | |
| GAIR w/o LocEvaluation Setting=All2025.03 | 60.78 | |
| GAIR w/o LocEvaluation Setting=Non-Linear2025.03 | 60.52 | |
| MoCo V3-StreetscapesEvaluation Setting=Non-Linear2025.03 | 59.88 | |
| ImageNet Init.Evaluation Setting=All2025.03 | 58.5 | |
| GAIREvaluation Setting=Linear2025.03 | 54.57 | |
| ImageNet Init.Evaluation Setting=Linear2025.03 | 53.28 | |
| GAIR w/o LocEvaluation Setting=Linear2025.03 | 52.9 | |
| TaxaBindEvaluation Setting=All2025.03 | 50.88 | |
| MoCo V3-StreetscapesEvaluation Setting=All2025.03 | 50.32 | |
| MoCo V3Evaluation Setting=All2025.03 | 49.76 | |
| MAE-ImageNetEvaluation Setting=All2025.03 | 49.61 | |
| MAE-StreetscapesEvaluation Setting=All2025.03 | 49.21 | |
| MAE-ImageNetEvaluation Setting=Linear2025.03 | 42.98 | |
| ImageNet Init.Evaluation Setting=Non-Linear2025.03 | 41.86 | |
| TaxaBindEvaluation Setting=Non-Linear2025.03 | 39.71 | |
| Random Init.Evaluation Setting=All2025.03 | 39.54 | |
| SatMAEEvaluation Setting=All2025.03 | 38.85 | |
| PISEvaluation Setting=All2025.03 | 35.37 | |
| MoCo V3-StreetscapesEvaluation Setting=Linear2025.03 | 35.08 | |
| MAE-StreetscapesEvaluation Setting=Linear2025.03 | 34.51 | |
| GAIR-MAEEvaluation Setting=All2025.03 | 30.29 | |
| TaxaBindEvaluation Setting=Linear2025.03 | 26.17 | |
| PISEvaluation Setting=Non-Linear2025.03 | 24.42 | |
| CROMAEvaluation Setting=All2025.03 | 21.33 | |
| MoCo V3Evaluation Setting=Linear2025.03 | 21.06 | |
| PISEvaluation Setting=Linear2025.03 | 19.37 | |
| GAIR-MAEEvaluation Setting=Non-Linear2025.03 | 8.95 | |
| CROMAEvaluation Setting=Non-Linear2025.03 | 6.4 | |
| GAIR-MAEEvaluation Setting=Linear2025.03 | 2.72 | |
| SatMAEEvaluation Setting=Non-Linear2025.03 | 2.02 | |
| CROMAEvaluation Setting=Linear2025.03 | 0.64 | |
| SatMAEEvaluation Setting=Linear2025.03 | 0 | |
| Random Init.Evaluation Setting=Linear2025.03 | 0 | |
| Random Init.Evaluation Setting=Non-Linear2025.03 | 0 |