| Short Name | TMLC-MS |
| Long Name | ML with Covariance Features (Multi-Scale) |
| Website | |
| Description | Traditional machine learning with covariance based features in multi-scale |
| Reference | Timo Hackel, Jan D. Wegner, Konrad Schindler: Fast semantic segmentation of 3d point clouds with strongly varying density. ISPRS Annals - ISPRS Congress, Prague, 2016 |
| Hardware | Intel® Xeon(R) CPU E5-1650 Hexacore @ 3.5 GHZ, 64 GB RAM |
| Used additional training data | 0 |
| Last submission | 2016-03-07 15:33:03 |
| Is opensource | 0 |
| Number of submissions | 1 |
| A_IoU | OA | [s] | IoU 1 | IoU 2 | IoU 3 | IoU 4 | IoU 5 | IoU 6 | IoU 7 | IoU 8 | |
| Result | 0.494 | 0.850 | 38421.00 | 0.911 | 0.695 | 0.328 | 0.216 | 0.876 | 0.259 | 0.113 | 0.553 |
| Rank | 21 | 20 | 20 | 15 | 21 | 23 | 23 | 19 | 22 | 21 | 20 |
| L1' | L2' | L3' | L4' | L5' | L6' | L7' | L8' | |
| L1 | 726752039 | 36998231 | 1855519 | 3067045 | 1975025 | 846021 | 24692 | 243150 |
| L2 | 24273512 | 255267197 | 5501948 | 40754052 | 1438265 | 646990 | 39325 | 458811 |
| L3 | 22288 | 89498 | 53884724 | 7773171 | 1821063 | 181710 | 48939 | 83458 |
| L4 | 824288 | 1163123 | 28942747 | 35480954 | 20934610 | 8492478 | 297803 | 787127 |
| L5 | 589379 | 392300 | 32286038 | 3218439 | 589579602 | 3739257 | 845740 | 480126 |
| L6 | 588425 | 308034 | 13820608 | 9557226 | 11580695 | 19859451 | 1551873 | 2354621 |
| L7 | 24254 | 23433 | 17451474 | 1061888 | 3441465 | 809728 | 3421417 | 576700 |
| L8 | 58575 | 57566 | 361467 | 1546657 | 586015 | 2324122 | 656499 | 13085973 |