ML Research Wiki / Benchmarks / Semantic Segmentation / LaRS

LaRS

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 20 results | 📏 Metric: Q

Top Performing Models

Rank Model Paper Q Date Code
1 TransMari (Mask2Former) The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 80.20 2023-11-23 -
2 SWIM^2 (Mask2Former) The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 79.90 2023-11-23 -
3 Mari-Mask2Former (Mask2Former) The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 77.30 2023-11-23 -
4 KNet (Swin-T) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 73.40 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
5 SegFormer (MiT-B2) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 70.00 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
6 DeepLabv3 (ResNet-101) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 66.10 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
7 PointRend LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 65.40 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
8 STDC2 LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 64.30 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
9 DeepLabv3+ (ResNet-101) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 64.00 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
10 FCN (ResNet-101) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 63.40 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi

All Papers (20)