Change Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
92.7Precision
6
Feb 26, 2026
43.57Precision
6
Feb 26, 2026
76.7Scan-wise IoU
5
Feb 26, 2026
48.6Scan-wise IoU
5
Feb 26, 2026
72.8Scan-wise IoU
5
Feb 26, 2026
0.348Scan-wise IoU
5
Feb 26, 2026
76.4Scan-wise IoU
5
Feb 26, 2026
67.2Scan-wise IoU
5
Feb 26, 2026
70.53Precision
5
Feb 26, 2026
64.42Precision
5
Feb 26, 2026
49.81Precision
5
Feb 26, 2026
61.8PD Precision
4
Jun 30, 2026
90.1Accuracy
4
Mar 25, 2026
18.03R-1
4
Feb 27, 2026
28.16R-1
4
Feb 27, 2026
33.78R-1 Score
4
Feb 27, 2026
31.94R-1 Score
4
Feb 27, 2026
68.18F1 Score (c)
4
Feb 26, 2026
44.2Aligned F1
4
Feb 26, 2026
53.3Report-level Accuracy
3
Jul 7, 2026
53.9AUPRC
3
Jun 26, 2026
73.08AUPRC
3
Jun 26, 2026
86.07AUPRC
3
Jun 26, 2026
92.58mF1
3
Jun 11, 2026
92.53F1 Score
3
Jun 11, 2026