| Short Name | DeepVoxNet |
| Long Name | MS1_DeepVoxScene |
| Website | |
| Description | For comparison with Multi-Scale DeepVoxNet (MS3_DeepVoxScene). Only XYZ coordinates are used (no color). Only pointwise classification (no regularization, no CRF ...) |
| Reference | Classification of Point Cloud Scenes with Multiscale Voxel Deep Network, Xavier Roynard, Jean-Emmanuel Deschaud and François Goulette |
| Hardware | Intel® i7-4770K (3.5GHz) and Nvidia® GTX 1080 Ti |
| Used additional training data | 0 |
| Last submission | 2018-02-15 15:24:06 |
| Is opensource | 0 |
| Number of submissions | 3 |
| A_IoU | OA | [s] | IoU 1 | IoU 2 | IoU 3 | IoU 4 | IoU 5 | IoU 6 | IoU 7 | IoU 8 | |
| Result | 0.571 | 0.848 | 100000.00 | 0.827 | 0.531 | 0.838 | 0.287 | 0.899 | 0.236 | 0.298 | 0.650 |
| Rank | 61 | 65 | 68 | 64 | 66 | 45 | 58 | 61 | 56 | 60 | 53 |
| L1' | L2' | L3' | L4' | L5' | L6' | L7' | L8' | |
| L1 | 14073074 | 45207 | 7 | 2818 | 73017 | 110332 | 7638 | 5416 |
| L2 | 2505413 | 5805866 | 45 | 2207197 | 32819 | 120394 | 8741 | 14271 |
| L3 | 4 | 2047 | 4143297 | 318745 | 77191 | 63944 | 46590 | 24053 |
| L4 | 83353 | 79016 | 263660 | 1692281 | 287177 | 566027 | 38791 | 11589 |
| L5 | 71974 | 99221 | 3591 | 226763 | 29386157 | 913355 | 175376 | 34769 |
| L6 | 25035 | 9383 | 3004 | 122289 | 1155957 | 1015414 | 25365 | 28098 |
| L7 | 2051 | 109 | 309 | 3700 | 11989 | 53931 | 161289 | 461 |
| L8 | 3304 | 1 | 0 | 677 | 131129 | 81350 | 4462 | 631019 |