ISPRS Semantic Labeling Contest (2D): Results

Click here for a description of evaluation measures

Vaihingen: 2D Labelling challenge

All quality measures except for overall are F1 scores in [%] using the reference with eroded boundaries.

This leaderboard is obtained and sorted from the following website: 

http://www2.isprs.org/commissions/comm2/wg4/vaihingen-2d-semantic-labeling-contest.html


"RADI" represents the result of our method. Click here for detail of the result.

Paper is accepted by ISPRS Journal of Photogrammetry and Remote Sensing. 

Paper is available on arXiv. arXiv:2105.04132 

Abbrev. imp_surf building low_veg tree car Overall Mean F1 Details

RADI 93.1 96.5 85.8 90.6 88.8 91.7 90.96 Details
1 HUSTW5 93.3 96.1 86.4 90.8 74.6 91.6 88.24 Details
2 NLPR3 93 95.6 85.6 90.3 84.5 91.2 89.8 Details
3 CASIA2 93.2 96 84.7 89.9 86.7 91.1 90.1 Details
4 BKHN10 92.9 96 84.6 89.8 88.8 91 90.42 Details
5 BKHN11 92.9 96 84.6 89.9 88.6 91 90.4 Details
6 NLPR2 92.6 95.3 84.7 90 81 90.7 88.72 Details
7 HUSTW3 92.1 95.3 85.6 90.5 78.3 90.7 88.36 Details
8 BKHN_4 92.7 95.1 84.7 89.8 86.6 90.7 89.78 Details
9 CASIA 92.7 95.3 84.3 89.6 80.8 90.6 88.54 Details
10 CASIA3 92.7 95.5 83.9 89.4 86.7 90.6 89.64 Details
11 WUH_W5 92.7 95.3 83.6 89.2 85.8 90.4 89.32 Details
12 DLR_9 92.4 95.2 83.9 89.9 81.2 90.3 88.52 Details
13 DLR_10 92.3 95.2 84.1 90 79.3 90.3 88.18 Details
14 GSN3 92.2 95.1 83.7 89.9 82.4 90.3 88.66 Details
15 UCal5 92.2 94.8 83.2 89.5 85.7 90.1 89.08 Details
16 GSN4 91.8 94.9 83.4 89.7 81.2 90.1 88.2 Details
17 GSN5 91.8 95 83.7 89.7 81.9 90.1 88.42 Details
18 HUSTW2 91.5 95.1 84.6 90.1 66.2 90.1 85.5 Details
19 WUH_W4 92.3 94.9 83.2 89 85.3 90.1 88.94 Details
20 UCal8 92 94.7 83.1 89.4 86.3 90 89.1 Details
21 GSN2 92.5 94.1 83.7 89.6 83.6 90 88.7 Details