3D Object Reconstruction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.742Mean IoU
80
Feb 26, 2026
1.54RMSE Hausdorff Distance (mm)
44
Feb 26, 2026
96.4F1 Score
24
May 29, 2026
84.3IoU
20
Feb 26, 2026
4.83Parameters (M)
20
Feb 26, 2026
0.008CD
13
May 1, 2026
0.006L1 Error (7K)
12
Apr 23, 2026
0.009L1 Error (7K)
12
Apr 23, 2026
0.02L1 Error (7K Range)
12
Apr 23, 2026
0.017Chamfer Distance (×10^-3)
11
Mar 13, 2026
0.966IoU (airplane)
11
Feb 26, 2026
0.462mIoU (chair)
10
Feb 26, 2026
2.69CD
9
May 6, 2026
3.3RMS Chamfer Distance (cm)
7
Jul 7, 2026
1.9Geometry Error
7
Jul 2, 2026
1.98Chamfer Distance (CD)
7
Mar 30, 2026
2.35Chamfer Distance (CD)
7
Mar 30, 2026
0.09Chamfer Distance (CD)
7
Feb 26, 2026
0.098CD
7
Feb 26, 2026
3.21CD
6
Mar 30, 2026
186.46CD
6
Feb 26, 2026
44.5CD
6
Feb 26, 2026
34.2Accuracy
6
Feb 26, 2026
4.66Chamfer Distance (cm)
6
Feb 26, 2026
2.84CD
5
Mar 30, 2026