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license: mit |
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# SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance Segmentation |
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## Model Zoo |
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### Indoor Instance Segmentation |
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| Model | Benchmark | Num GPUs | mAP | AP50 | Config | Tensorboard | Exp Record | Model | |
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| :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | |
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| SGIFormer | ScanNet++ Val | 4 | 23.9 | 37.5 | [Link](https://github.com/RayYoh/SGIFormer/blob/main/configs/scannetpp/insseg-sgiformer-spunet-v2.py) | [Link](https://huggingface.co/RayYoh/SGIFormer/tensorboard) | [Link](https://huggingface.co/RayYoh/SGIFormer/raw/main/insseg-scannetpp-sgiformer-spunet/train.log) | [Link](https://huggingface.co/RayYoh/SGIFormer/blob/main/insseg-scannetpp-sgiformer-spunet/model/model_best.pth) | |
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| SGIFormer | ScanNet Val | 4 | 58.9 | 78.4 | [Link](https://github.com/RayYoh/SGIFormer/blob/main/configs/scannet/insseg-sgiformer-spunet-v2.py) | - | [Link](https://huggingface.co/RayYoh/SGIFormer/raw/main/insseg-scannet-sgiformer-spunet/train.log) | [Link](https://huggingface.co/RayYoh/SGIFormer/blob/main/insseg-scannet-sgiformer-spunet/model/model_best.pth) | |
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| SGIFormer-L | ScanNet Val | 4 | 61.0 | 81.2 | [Link](https://github.com/RayYoh/SGIFormer/blob/main/configs/scannet/insseg-sgiformer-l-spunet-v2.py) | - | [Link](https://huggingface.co/RayYoh/SGIFormer/raw/main/insseg-scannet-sgiformer-l-spunet/train.log) | [Link](https://huggingface.co/RayYoh/SGIFormer/blob/main/insseg-scannet-sgiformer-l-spunet/model/model_best.pth) | |
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| SGIFormer | ScanNet200 Val | 4 | 28.9 | 38.6 | [Link](https://github.com/RayYoh/SGIFormer/blob/main/configs/scannet200/insseg-sgiformer-spunet-v2.py) | - | [Link](https://huggingface.co/RayYoh/SGIFormer/raw/main/insseg-scannet200-sgiformer-spunet/train.log) | [Link](https://huggingface.co/RayYoh/SGIFormer/blob/main/insseg-scannet200-sgiformer-spunet/model/model_best.pth) | |
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| SGIFormer-L | ScanNet200 Val | 4 | 29.2 | 39.4 | [Link](https://github.com/RayYoh/SGIFormer/blob/main/configs/scannet200/insseg-sgiformer-l-minkunet.py) | - | [Link](https://huggingface.co/RayYoh/SGIFormer/raw/main/insseg-scannet-sgiformer-l-spunet/train.log) | [Link](https://huggingface.co/RayYoh/SGIFormer/blob/main/insseg-scannet-sgiformer-l-spunet/model/model_best.pth) | |
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