ML Research Wiki / Benchmarks / Semantic Segmentation / DensePASS

DensePASS

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 35 results | 📏 Metric: mIoU

Top Performing Models

Rank Model Paper mIoU Date Code
1 Trans4PASS+ (multi-scale) Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation 0.00 2022-07-25 📦 jamycheung/trans4pass
2 Trans4PASS+ (single-scale) Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation 0.00 2022-07-25 📦 jamycheung/trans4pass
3 Trans4PASS (multi-scale) Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation 0.00 2022-03-02 📦 jamycheung/trans4pass
4 Trans4PASS (single-scale) Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation 0.00 2022-03-02 📦 jamycheung/trans4pass
5 DAFormer DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation 0.00 2021-11-29 📦 lhoyer/DAFormer 📦 dbash/visda2022-org 📦 kw01sg/crda
6 PCS Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation 0.00 2021-03-31 📦 zhengzangw/PCS-FUDA
7 P2PDA (Cityscapes+WildDash) 📚 Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation 0.00 2021-10-21 📦 chma1024/densepass
8 SIM Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation 0.00 2020-03-18 📦 SHI-Labs/Unsupervised-Domain-Adaptation-with-Differential-Treatment
9 PoolFormer (MiT-B1) MetaFormer Is Actually What You Need for Vision 0.00 2021-11-22 📦 huggingface/transformers 📦 rwightman/pytorch-image-models 📦 facebookresearch/xformers
10 ECANet 📚 Capturing Omni-Range Context for Omnidirectional Segmentation 0.00 2021-03-09 📦 elnino9ykl/WildPASS

All Papers (35)

Pyramid Scene Parsing Network

2016
PSPNet (ResNet-50)