3D Lane Detection on ApolloSim Visual Variations
0.026X Error (Close)HeightLane
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HeightLane2026.06 | 0.026 | 98.6 | 97 | 0.109 | 0.055 | 0.137 | |
| HSDF-Lane2026.06 | 0.026 | 99 | 97.9 | 0.103 | 0.048 | 0.113 | |
| BEV-LaneDet2024.06 | 0.027 | — | 95 | 0.32 | 0.031 | 0.256 | |
| BEVLaneDet2026.06 | 0.027 | — | 95 | 0.32 | 0.031 | 0.256 | |
| LATRdecoder layers=62023.08 | 0.045 | 96.6 | 95.1 | 0.315 | 0.016 | 0.228 | |
| LATR2026.06 | 0.045 | 96.6 | 95.1 | 0.315 | 0.016 | 0.228 | |
| GLane3D-B2026.06 | 0.046 | 94.8 | 92.7 | 0.364 | 0.02 | 0.317 | |
| Anchor3DLaneiterative regression=true2023.01 | 0.047 | 92.5 | 91.8 | 0.327 | 0.019 | 0.219 | |
| Anchor3DLane2024.06 | 0.047 | 92.5 | 91.8 | 0.327 | 0.019 | 0.219 | |
| LATR-Litedecoder layers=22023.08 | 0.048 | 95.6 | 94 | 0.352 | 0.018 | 0.231 | |
| LaneCPP2024.06 | 0.054 | 93.7 | 90.4 | 0.327 | 0.02 | 0.222 | |
| LaneCPP2026.06 | 0.054 | 93.7 | 90.4 | 0.327 | 0.02 | 0.222 | |
| GP2023.01 | 0.06 | 92.1 | 89.9 | 0.446 | 0.011 | 0.235 | |
| GP2023.08 | 0.06 | 92.1 | 89.9 | 0.446 | 0.011 | 0.235 | |
| GP2024.06 | 0.06 | 92.1 | 89.9 | 0.446 | 0.011 | 0.235 | |
| Anchor3DLaneiterative regression=false2023.01 | 0.068 | 93.6 | 91.4 | 0.367 | 0.02 | 0.232 | |
| 3D-SpLineNet2024.06 | 0.069 | 93.1 | 91.3 | 0.468 | 0.013 | 0.248 | |
| Gen-LaneNet2023.01 | 0.074 | 87.2 | 85.3 | 0.538 | 0.015 | 0.232 | |
| PersFormer2023.01 | 0.074 | 89.6 | — | 0.43 | 0.015 | 0.266 | |
| Gen-LaneNet2023.08 | 0.074 | 87.2 | 85.3 | 0.538 | 0.015 | 0.232 | |
| PersFormer2023.08 | 0.074 | — | 89.6 | 0.43 | 0.015 | 0.266 | |
| Gen-LaneNet2024.06 | 0.074 | 87.2 | 85.3 | 0.538 | 0.015 | 0.232 | |
| PersFormer2024.06 | 0.074 | — | 89.6 | 0.43 | 0.015 | 0.266 | |
| PersFormer2026.06 | 0.074 | — | 89.6 | 0.43 | 0.015 | 0.266 | |
| CLGo2023.01 | 0.084 | 89.2 | 87.3 | 0.464 | 0.045 | 0.312 | |
| CLGo2023.08 | 0.084 | 89.2 | 87.3 | 0.464 | 0.045 | 0.312 | |
| CLGO2024.06 | 0.084 | 89.2 | 87.3 | 0.464 | 0.045 | 0.312 | |
| DV-3DLane2026.06 | 0.095 | 93.4 | 91.3 | 0.417 | 0.04 | 0.32 | |
| Gen-LaneNetvariant=1/att2024.06 | 0.104 | 88.5 | 86.8 | 0.544 | 0.016 | 0.294 | |
| 3D-LaneNet2023.01 | 0.115 | 74.9 | 72.5 | 0.601 | 0.032 | 0.23 | |
| 3DLaneNet2023.08 | 0.115 | 72.5 | 74.9 | 0.601 | 0.032 | 0.23 | |
| 3D-LaneNet2024.06 | 0.115 | 74.9 | 72.5 | 0.601 | 0.032 | 0.23 | |
| 3D-LaneNetvariant=1/att2024.06 | 0.118 | 87.4 | 85.4 | 0.559 | 0.018 | 0.29 | |
| CurveFormer2023.08 | 0.125 | 93 | 90.8 | 0.41 | 0.028 | 0.254 | |
| CurveFormer2024.06 | 0.125 | 93 | 90.8 | 0.41 | 0.028 | 0.254 |