| Short Name | TMLC-MSR |
| 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 17:16:26 |
| 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 | 0.542 | 0.862 | 1800.00 | 0.898 | 0.745 | 0.537 | 0.268 | 0.888 | 0.189 | 0.364 | 0.447 |
| Rank | 64 | 62 | 57 | 48 | 57 | 68 | 60 | 63 | 59 | 54 | 64 |
| L1' | L2' | L3' | L4' | L5' | L6' | L7' | L8' | |
| L1 | 13724387 | 367207 | 37400 | 104624 | 57560 | 12427 | 3728 | 10176 |
| L2 | 899646 | 8399587 | 292651 | 995942 | 7282 | 71249 | 790 | 27599 |
| L3 | 424 | 3204 | 4156440 | 102974 | 376279 | 18556 | 5803 | 12191 |
| L4 | 12120 | 165377 | 992064 | 1318124 | 172454 | 98655 | 18520 | 244580 |
| L5 | 42107 | 24438 | 1439928 | 203977 | 28977629 | 176480 | 31747 | 14900 |
| L6 | 8666 | 17495 | 243649 | 379789 | 986282 | 529730 | 69567 | 149367 |
| L7 | 421 | 593 | 24071 | 15610 | 22724 | 14985 | 138027 | 17408 |
| L8 | 1127 | 2281 | 31599 | 86695 | 88608 | 32499 | 15018 | 594115 |