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SotA/Medical/Semantic Segmentation/LaRS

Semantic Segmentation on LaRS

Metric: μ (higher is better)

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#Model↕μ▼Extra DataPaperDate↕Code
1SWIM^2 (Mask2Former)79.7NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
2TransMari (Mask2Former)79.6NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
3KNet (Swin-T)78.8NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
4SegFormer (MiT-B2)78.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
5Mari-Mask2Former (Mask2Former)78.4NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
6DeepLabv3+ (ResNet-101)77.8NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
7DeepLabv3 (ResNet-101)77.5NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
8PointRend77.5NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
9FCN (ResNet-101)77.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
10FCN (ResNet-50)76.8NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
11STDC276.5NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
12UNet75.7NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
13STDC175.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
14BiSeNetv273.9NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
15BiSeNetv1 (ResNet-50)73.3NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
16Segmenter (ViT-B)72.2NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
17WaSR (ResNet-101)71NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
18eWaSR67.8NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
19WODIS (ResNet-101)63NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
20IntCatchAI62.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code