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Segmenter: Transformer for Semantic Segmentation

Reference

Strudel, Robin, Ricardo Garcia, Ivan Laptev, and Cordelia Schmid. "Segmenter: Transformer for Semantic Segmentation." In Proceedings of the IEEE International Conference on Computer Vision, pp. 7262-7272. 2021.

Performance

ADE20k

Model Backbone Head Patch Size Resolution Training Iters mIoU (slice) mIoU (flip) Links
Segmenter ViT small Linear 16 512*512 160000 45.48 45.69 model | log | vdl
Segmenter ViT small Mask 16 512*512 160000 45.15 45.41 model | log | vdl
Segmenter ViT base Linear 16 512*512 160000 48.13 48.31 model | log | vdl
Segmenter ViT base Mask 16 512*512 160000 48.49 48.61 model | log | vdl