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tomztyang committed Apr 6, 2024
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| :------: | :---: | :---: | :----: | :----: | :----: | :----: |
| ViDAR-RN101-nus-1-8-1future | nuScenes (12.5% Data) | [vidar-nusc-pretrain-1future](projects/configs/vidar_pretrain/nusc_1_8_subset/vidar_1_8_nusc_1future.py) | - | - | - | [models](https://drive.google.com/file/d/1NrJ49fFJaIPtnM9mfP_OsomY8AydMlNx/view?usp=sharing) / [logs](https://drive.google.com/file/d/1_80pYnhAHk7ZAiDMJKJW7_jXKGylZ3-D/view?usp=sharing) |
| ViDAR-RN101-nus-1-8-3future | nuScenes (12.5% Data) | [vidar-nusc-pretrain-3future](projects/configs/vidar_pretrain/nusc_1_8_subset/vidar_1_8_nusc_3future.py) | 1.25 | 1.48 | 1.79 | [models](https://drive.google.com/file/d/1FR5lZGIA2KBzg-CsERDegNCuRNrMJsmR/view?usp=sharing) / [logs](https://drive.google.com/file/d/1HeiTGv8ss3fT2wCrFyzSGWwHbn7IR0mH/view?usp=sharing) |
| ViDAR-RN101-nus-1-8-1future | nuScenes (100% Data) | [vidar-nusc-pretrain-1future](projects/configs/vidar_pretrain/nusc_fullset/vidar_full_nusc_1future.py) | - | - | - | [models](https://github.com/OpenDriveLab/ViDAR/blob/main/archived/pretrain-ViDAR-RN101-nus-full-1future.pth) |
| ViDAR-RN101-nus-full-1future | nuScenes (100% Data) | [vidar-nusc-pretrain-1future](projects/configs/vidar_pretrain/nusc_fullset/vidar_full_nusc_1future.py) | - | - | - | [models](https://github.com/OpenDriveLab/ViDAR/blob/main/archived/pretrain-ViDAR-RN101-nus-full-1future.pth) |

* **HINT**: For running ViDAR on the nuScenes-full set, please run `python tools/merge_nusc_fullset_pkl.py` before to generate the
*nuscenes_infos_temporal_traintest.pkl* for pre-training.
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| BEVFormer-Base (baseline) | nuScenes (25% Data) | [FCOS3D](https://github.com/zhiqi-li/storage/releases/download/v1.0/r101_dcn_fcos3d_pretrain.pth) | [bevformer-base](projects/configs/vidar_finetune/nusc_1_4_subset/bevformer_1_4_baseline.py) | 43.40 | 35.47 | [models](https://drive.google.com/file/d/19FKge9dANm7qG_hb1WRmokS3svWiMhE4/view?usp=sharing) / [logs](https://drive.google.com/file/d/1YwvW-ON6hHM4tLyWpo-orVUTXErRAfsu/view?usp=sharing) |
| BEVFormer-Base | nuScenes (25% Data) | [ViDAR-RN101-nus-1-8-1future](projects/configs/vidar_pretrain/nusc_1_8_subset/vidar_1_8_nusc_1future.py) | [vidar-nusc-finetune-1future](projects/configs/vidar_finetune/nusc_1_4_subset/vidar_1_8_nusc_1future.py) | 45.77 | 36.90 | [models](https://drive.google.com/file/d/1t-SQUf41QcVOnyQk2TaSu7MBYcTqA_sf/view?usp=sharing) / [logs](https://drive.google.com/file/d/1Mq99JK_wATQdz6iwUPlN9YAtraB_HgjJ/view?usp=sharing) |
| BEVFormer-Base | nuScenes (25% Data) | [ViDAR-RN101-nus-1-8-3future](projects/configs/vidar_pretrain/nusc_1_8_subset/vidar_1_8_nusc_3future.py) | [vidar-nusc-finetune-3future](projects/configs/vidar_finetune/nusc_1_4_subset/vidar_1_8_nusc_3future.py) | 45.61 | 36.84 | [models](https://drive.google.com/file/d/1D6yogBruaIcItgU-dPQt8qCPrDmxin5i/view?usp=sharing) / [logs](https://drive.google.com/file/d/1f7LiYp2hP64KnJzpDjj6JfK6lC4GtIly/view?usp=sharing) |
| BEVFormer-Base | nuScenes (100% Data) | [ViDAR-RN101-nus-1-8-1future](projects/configs/vidar_pretrain/nusc_fullset/vidar_full_nusc_1future.py) | [vidar-nusc-finetune-1future](projects/configs/vidar_finetune/nusc_fullset/vidar_full_nusc_1future.py) | 55.33 | 45.20 | [models](https://github.com/OpenDriveLab/ViDAR/blob/main/archived/finetune-ViDAR-RN101-nus-full-1future.pth) |
| BEVFormer-Base | nuScenes (100% Data) | [ViDAR-RN101-nus-full-1future](projects/configs/vidar_pretrain/nusc_fullset/vidar_full_nusc_1future.py) | [vidar-nusc-finetune-1future](projects/configs/vidar_finetune/nusc_fullset/vidar_full_nusc_1future.py) | 55.33 | 45.20 | [models](https://github.com/OpenDriveLab/ViDAR/blob/main/archived/finetune-ViDAR-RN101-nus-full-1future.pth) |

## Installation <a name="installation"></a>

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