diff --git a/configs/san/metafile.yaml b/configs/san/metafile.yaml new file mode 100644 index 000000000..117d088af --- /dev/null +++ b/configs/san/metafile.yaml @@ -0,0 +1,61 @@ +Collections: +- Name: SAN + License: Apache License 2.0 + Metadata: + Training Data: + - COCO-Stuff 164k + Paper: + Title: 'Side Adapter Network for Open-Vocabulary Semantic Segmentation' + URL: https://arxiv.org/abs/2302.12242 + README: configs/san/README.md + Frameworks: + - PyTorch +Models: +- Name: san-vit-b16_coco-stuff164k-640x640 + In Collection: SAN + Results: + Task: Semantic Segmentation + Dataset: COCO-Stuff 164k + Metrics: + mIoU: 41.93 + mIoU(ms+flip): 41.77 + Config: configs/san/san-vit-b16_coco-stuff164k-640x640.py + Metadata: + Training Data: COCO-Stuff 164k + Batch Size: 16 + Architecture: + - SAN + - ViT + Training Resources: 8x V100 GPUS + Memory (GB): 12.61 + Weights: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-b16_20230906-fd0a7684.pth + Training log: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-b16_20230906.log + Paper: + Title: 'Side Adapter Network for Open-Vocabulary Semantic Segmentation' + URL: https://arxiv.org/abs/2302.12242 + Code: https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/mmseg/models/decode_heads/san_head.py#L470 + Framework: PyTorch +- Name: san-vit-l14_coco-stuff164k-640x640 + In Collection: SAN + Results: + Task: Semantic Segmentation + Dataset: COCO-Stuff 164k + Metrics: + mIoU: 45.78 + mIoU(ms+flip): 43.99 + Config: configs/san/san-vit-l14_coco-stuff164k-640x640.py + Metadata: + Training Data: COCO-Stuff 164k + Batch Size: 16 + Architecture: + - SAN + - ViT + Training Resources: 8x V100 GPUS + Memory (GB): 12.61 + Weights: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-l14_20230907-a11e098f.pth + Training log: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-l14_20230907.log + Paper: + Title: 'Side Adapter Network for Open-Vocabulary Semantic Segmentation' + URL: https://arxiv.org/abs/2302.12242 + Code: https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/mmseg/models/decode_heads/san_head.py#L470 + Framework: PyTorch diff --git a/model-index.yml b/model-index.yml index 8b2609eeb..4026bb9e6 100644 --- a/model-index.yml +++ b/model-index.yml @@ -38,6 +38,7 @@ Import: - configs/psanet/metafile.yaml - configs/pspnet/metafile.yaml - configs/resnest/metafile.yaml +- configs/san/metafile.yaml - configs/segformer/metafile.yaml - configs/segmenter/metafile.yaml - configs/segnext/metafile.yaml