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SotA/Audio/10-shot image generation/LaRS

10-shot image generation on LaRS

Metric: F1 (higher is better)

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#Model↕F1▼Extra DataPaperDate↕Code
1TransMari (Mask2Former)80.2NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
2SWIM^2 (Mask2Former)79.9NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
3Mari-Mask2Former (Mask2Former)77.3NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
4KNet (Swin-T)73.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
5SegFormer (MiT-B2)70NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
6DeepLabv3 (ResNet-101)66.1NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
7PointRend65.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
8STDC264.3NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
9DeepLabv3+ (ResNet-101)64NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
10FCN (ResNet-101)63.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
11STDC161.8NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
12WaSR (ResNet-101)61.6NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
13eWaSR58.9NoThe 2nd Workshop on Maritime Computer Vision (Ma...2023-11-23-
14FCN (ResNet-50)57.9NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
15Segmenter (ViT-B)55.2NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
16BiSeNetv254.7NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
17WODIS (ResNet-101)47.5NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
18IntCatchAI44.9NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
19BiSeNetv1 (ResNet-50)42.8NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code
20UNet15.4NoLaRS: A Diverse Panoptic Maritime Obstacle Detec...2023-08-18Code