Metric: IoU lane - 224x480 - 100x100 at 0.5 (higher is better)
| # | Model↕ | IoU lane - 224x480 - 100x100 at 0.5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PointBeV (static) | 49.6 | No | PointBeV: A Sparse Approach to BeV Predictions | 2023-12-01 | Code |
| 2 | PETRv2 | 44.8 | No | PETRv2: A Unified Framework for 3D Perception fr... | 2022-06-02 | Code |
| 3 | MatrixVT | 44.8 | No | MatrixVT: Efficient Multi-Camera to BEV Transfor... | 2022-11-19 | Code |
| 4 | M^2BEV | 38 | No | - | - | - |
| 5 | BEVFormer | 25.7 | No | BEVFormer: Learning Bird's-Eye-View Representati... | 2022-03-31 | Code |