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SotA/Medical/Semantic Segmentation/LaRS

Semantic Segmentation on LaRS

Metric: mIoU (higher is better)

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#Model↕mIoU▼Extra DataPaperDate↕Code
1SWIM^2 (Mask2Former)97.8NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
2Mari-Mask2Former (Mask2Former)97.8NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
3KNet (Swin-T)97.2NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
4TransMari (Mask2Former)97.1NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
5SegFormer (MiT-B2)96.8NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
6WaSR (ResNet-101)96.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
7eWaSR96NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
8DeepLabv3+ (ResNet-101)95.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
9DeepLabv3 (ResNet-101)95.2NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
10Segmenter (ViT-B)95.1NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
11FCN (ResNet-101)95NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
12PointRend94.9NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
13STDC294.5NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
14STDC193.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
15BiSeNetv293.5NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
16FCN (ResNet-50)92.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
17BiSeNetv1 (ResNet-50)92.2NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
18UNet90.1NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
19WODIS (ResNet-101)85.7NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
20IntCatchAI45.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code