Phototourism
Benchmarks
TaskDatasetSOTA resultTrendResults
PhotoTourism (test)
67.58mAP@5°
30
Phototourism (test)
21.47PSNR
18
Phototourism (additional scenes)
22.95PSNR
15
Phototourism Trevi Fountain R/2 downsampled (test)
24.45PSNR
11
Phototourism Sacre Coeur R/2 downsampled (test)
24.99PSNR
11
Phototourism Brandenburg Gate R/2 downsampled (test)
29.65PSNR
11
Phototourism (additional scenes)
2.644Rotation Error
10
PhotoTourism SPSG 4K minimal samples (test)
0.919mAA (e)
9
PhotoTourism RootSIFT (test)
82.7mAA (Error)
9
Phototourism Large noise
0.266ATE
8
Phototourism Medium noise
0.265ATE
8
Phototourism Small noise
0.264ATE
8
PhotoTourism Taj Mahal NeRF-W
25.15PSNR
8
Phototourism Avg.
24.65PSNR
5
Phototourism (test)
1Consistency
5
PhotoTourism NeRF-W (Mean)
24.06PSNR
5
PhotoTourism NeRF-W (Brandenburg Gate)
26.5PSNR
5
Phototourism variable appearance (test)
27PSNR
5
PhotoTourism (Mean)
1.053Rotation Error (deg)
4
PhotoTourism Sacre Coeur
1.452Rotation Error (deg)
4
PhotoTourism Taj Mahal
0.549Rotation Error (deg)
4
PhotoTourism Trevi Fountain
1.59Rotation Error (deg)
4
PhotoTourism Brandenburg Gate
0.621Rotation Error (deg)
4