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model_zoo.md

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Model Zoo

For outdoor models, please check out UniPAD!

Pretraining

Model Backbone Google Drive Baidu Pan Config
PonderIndoor-v2 SpUNet-v1m3 ckpt ckpt cfg

Finetuning

Indoor Semantic Segmentation

Benchmark Model Backbone Val mIoU Test mIoU Google Drive Baidu Pan Config
ScanNet PPT-v1m1 SpUNet-v1m3 77.0 78.5 ckpt ckpt cfg
ScanNet200 PPT-v1m1 SpUNet-v1m3 32.3 34.6 ckpt ckpt cfg
S3DIS (Area5) PPT-v1m1 SpUNet-v1m3 73.2 79.1 ckpt ckpt cfg

Indoor Instance Segmentation

Benchmark Model Backbone mAP@25 mAP@50 mAP Google Drive Baidu Pan Config
ScanNet PPT-v1m1 SpUNet-v1m3 77.0 62.6 40.9 ckpt ckpt cfg
ScanNet200 PPT-v1m1 SpUNet-v1m3 37.6 30.5 20.1 ckpt ckpt cfg