ML Research Wiki / Benchmarks / Panoptic Segmentation / LaRS

LaRS

Panoptic Segmentation Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: PQ

Top Performing Models

Rank Model Paper PQ Date Code
1 Mask2Former (Swin-B) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 41.70 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
2 Panoptic FPN (ResNet-50) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 40.10 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
3 Mask2Former (Swin-T) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 39.20 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
4 Panoptic FPN (ResNet-101) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 38.70 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
5 Mask2Former (ResNet-50) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 37.60 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
6 Mask2Former (ResNet-101) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 37.20 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
7 Panoptic Deeplab (ResNet-50) LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 34.70 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi
8 MaX-DeepLab LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark 31.90 2023-08-18 📦 lojzezust/lars_evaluator 📦 lojzezust/mmsegmentation-macvi

All Papers (8)

lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi
lojzezust/lars_evaluator lojzezust/mmsegmentation-macvi