FlyingThings3D
Benchmarks
TaskDatasetSOTA resultTrendResults
FlyingThings3D
0.08EPE (m)
41
FlyingThings3D with occlusions (F3Do) (test)
0.015EPE3D
28
FlyingThings3D (test)
0.964SSIM
24
FlyingThings3D (val)
1.73EPE2D
15
FlyingThings3D (val)
0.032EPE3D
14
FlyingThings3D (test)
0.042EPE3D
13
FlyingThings3D (Non-occluded)
0.029EPE3D
9
FlyingThings3D (test)
0.102Abs Rel
7
FlyingThings3D (test)
1.27EPE
7
FlyingThings3D (test)
0.018AI(1)
6
FlyingThings3D 2k images (val)
0.018Disp. AI(1)
6
FlyingThings3D F3Dc all Clean (test)
0.04EPE3D
6
FlyingThings3D clean (val)
2.8EPE
5
FlyingThings3D (test)
12.87EPE-2D (px)
5
FlyingThings3D (test)
31.2PSNR (dB)
5
FlyingThings3D 2k images (val)
31.2AIF PSNR
5
FlyingThings3D (test)
0.125EPE (m)
5
FlyingThings3D (test)
0.837Threshold Accuracy (delta < 0.05)
4
FlyingThings3D
0.93Endpoint Error (EPE)
3
FlyingThings3D simulated (test)
31.2PSNR (dB)
3
FlyingThings3D simulated (test)
12.57RMSE (mm)
3
FlyingThings3D F3Dc, non-occluded Clean (test)
0.022EPE3D
3
FlyingThings3D subset (test)
24.46PSNR (dB)
3