Point Map Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
3.7RELp
6
May 29, 2026
0.039RELp
6
May 29, 2026
0.017RELp
6
May 29, 2026
1.15CD
6
Jun 2, 2026
0.199Chamfer Distance (CD) Mean
5
Mar 10, 2026
0.013Mean Chamfer Distance (CD)
5
Mar 10, 2026
0.026Mean Chamfer Distance (CD)
5
Mar 10, 2026
0.019Mean CD
5
Mar 10, 2026
0.05Mean Chamfer Distance (CD)
5
Mar 10, 2026
0.005Point Error
5
Feb 26, 2026
0.006Point Error
5
Feb 26, 2026
1.25Average Rank
4
Jun 23, 2026
0.043Relative Error (Rel^p)
4
Jun 23, 2026
0.032Relative Error (p)
4
Jun 23, 2026
14.9Accuracy (Mean)
4
Apr 27, 2026
9.3Accuracy (Mean)
4
Apr 27, 2026
0.14CD
4
Feb 26, 2026
1.742Accuracy
4
Feb 26, 2026
38.7Acc Mean
3
Feb 27, 2026
32.7Mean Accuracy
3
Feb 27, 2026