Stereo Matching on IMC Phototourism 2021 (test)
58.8AUC@5°DISK (8K)+LightGlue
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DISK (8K)+LightGlueFeatures=DISK, Matcher=LightGlue, Keypoint count=8K2023.06 | 58.8 | 70 | |
| LoFTR-SfMMatcher=LoFTR-SfM2023.06 | 57.4 | 68.5 | |
| SP+SuperGlue*Features=SuperPoint, Matcher=SuperGlue, Keypoint count=2048, Test-time augmentation=true2023.06 | 55.7 | 67.9 | |
| DISK (8K)+NN+ratio*Features=DISK, Matcher=NN+ratio, Keypoint count=8K, Test-time augmentation=true2023.06 | 54.8 | 65.3 | |
| DISK+LightGlueFeatures=DISK, Matcher=LightGlue, Keypoint count=20482023.06 | 54.7 | 66.4 | |
| SP+LightGlueFeatures=SuperPoint, Matcher=LightGlue, Keypoint count=20482023.06 | 50.2 | 62.6 | |
| SP+SuperGlueFeatures=SuperPoint, Matcher=SuperGlue, Keypoint count=20482023.06 | 49.9 | 62.2 | |
| DISK+NN+ratioFeatures=DISK, Matcher=NN+ratio, Keypoint count=20482023.06 | 48.9 | 60.1 | |
| DISK (8K)+LightGlueFeatures=DISK, Matcher=LightGlue, Keypoint count=8K2023.06 | 48.7 | 61.8 | |
| LoFTR-SfMMatcher=LoFTR-SfM2023.06 | 48.4 | 60.9 | |
| SP+SGMNetFeatures=SuperPoint, Matcher=SGMNet, Keypoint count=20482023.06 | 44.9 | 57.3 | |
| DISK (8K)+NN+ratio*Features=DISK, Matcher=NN+ratio, Keypoint count=8K, Test-time augmentation=true2023.06 | 44.6 | 56.2 | |
| SP+SuperGlue*Features=SuperPoint, Matcher=SuperGlue, Keypoint count=2048, Test-time augmentation=true2023.06 | 44.6 | 58.6 | |
| DISK+LightGlueFeatures=DISK, Matcher=LightGlue, Keypoint count=20482023.06 | 43.1 | 56.6 | |
| SP+LightGlueFeatures=SuperPoint, Matcher=LightGlue, Keypoint count=20482023.06 | 36.7 | 50.7 | |
| SP+SuperGlueFeatures=SuperPoint, Matcher=SuperGlue, Keypoint count=20482023.06 | 36.5 | 50.5 | |
| DISK+NN+ratioFeatures=DISK, Matcher=NN+ratio, Keypoint count=20482023.06 | 36.3 | 48.5 | |
| SP+SGMNetFeatures=SuperPoint, Matcher=SGMNet, Keypoint count=20482023.06 | 29.6 | 43 |