FaceScape
Benchmarks
TaskDatasetSOTA resultTrendResults
FaceScape (selected)
0.553D RMSE
22
FaceScape (test)
0.011Chamfer Distance
9
Facescape (In-domain)
0.806SSIM
7
FaceScape
0.213D NME
7
FaceScape lab
3.56Chamfer Distance
7
FaceScape wild
2.91CD
7
FaceScape 10 views (sparse views)
27.64PSNR
6
FaceScape 5 views (sparse views)
26.73PSNR
6
FaceScape 3 views sparse views
26.02PSNR
6
FaceScape Subject 2 Moderate Reflection
0.481Chamfer Distance
6
FaceScape Subject 2 Moderate Reflection
31.87PSNR
6
FaceScape Subject 1 (Rich Reflection)
0.447Chamfer Distance
6
FaceScape Subject 1 (Rich Reflection)
31.25PSNR
6
FaceScape 98 (test)
0.165LPIPS
5
FaceScape (test)
0.099LPIPS
5
FaceScape Subject 3 (Low Reflection)
0.533Chamfer Distance
5
FaceScape Subject 3 (Low Reflection)
30.92PSNR
5
FaceScape jaw_right expression (held-out)
0.169LPIPS
4
FaceScape (test)
0.625Chamfer Distance (mm)
4
FaceScape 50 (test)
1.13Median Error (mm)
3
FaceScape 20 scans
0.205Mean L1 Loss
3
FaceScape (20 scans)
1.557Avg P2M Distance (mm)
3
Facescape full dataset original
6.984BS Error
1