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.
| 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 |