3D Object Detection on S3DIS
75.4mAP@0.25SWIN3D-S+FCAF3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWIN3D-S+FCAF3DBackbone=Swin3D-S, Detection Head=FCAF3D, Pre-training=Semantic Segmentation, Finetuning Strategy=2-stage2023.04 | 75.4 | 58.6 | |
| UniDet3DResult type=Best result2024.09 | 75.2 | 60.8 | |
| TR3DVenue=ICIP'23, Result type=Best result2024.09 | 74.5 | 51.7 | |
| UniDet3DResult type=Average across 25 trials2024.09 | 73.3 | 57.9 | |
| SWIN3D-L+FCAF3DBackbone=Swin3D-L, Detection Head=FCAF3D, Pre-training=Semantic Segmentation2023.04 | 72.1 | 54 | |
| TR3DVenue=ICIP'23, Result type=Average across 25 trials2024.09 | 72.1 | 47.6 | |
| Uni3DETRVenue=NIPS'23, Result type=Best result2024.09 | 70.1 | 48 | |
| SWIN3D-S+FCAF3DBackbone=Swin3D-S, Detection Head=FCAF3D, Pre-training=Semantic Segmentation2023.04 | 69.9 | 50.2 | |
| SPGroup3DVenue=AAAI'24, Result type=Best result2024.09 | 69.2 | 47.2 | |
| SPGroup3DVenue=AAAI'24, Result type=Average across 25 trials2024.09 | 67.7 | 43.6 | |
| FCAF3D2021.12 | 66.7 | 45.9 | |
| FCAF3D2023.04 | 66.7 | 45.9 | |
| FCAF3DVenue=ECCV'22, Result type=Best result2024.09 | 66.7 | 45.9 | |
| FCAF3DVenue=ECCV'22, Result type=Average across 25 trials2024.09 | 64.9 | 43.8 | |
| SWIN3D-S*+FCAF3DBackbone=Swin3D-S, Detection Head=FCAF3D, Pre-training=None (Supervised)2023.04 | 64.6 | 40.7 | |
| GSDNPresented at=ECCV'202021.12 | 47.8 | 25.1 | |
| GSDN2023.04 | 47.8 | 25.1 | |
| GSDNVenue=ECCV'20, Result type=Best result2024.09 | 47.8 | 25.1 |