ML Research Wiki / Benchmarks / Semantic Segmentation / UPLight

UPLight

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: mIoU

Top Performing Models

Rank Model Paper mIoU Date Code
1 ShareCMP (B2 RGB-FP) ShareCMP: Polarization-Aware RGB-P Semantic Segmentation 92.45 2023-12-06 📦 lefteyex/sharecmp
2 CMX (B2 RGB-AoLP) CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 92.13 2022-03-09 📦 huaaaliu/rgbx_semantic_segmentation
3 CMX (B2 RGB-DoLP) CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 92.07 2022-03-09 📦 huaaaliu/rgbx_semantic_segmentation
4 SegFormer-B2 (RGB) SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 89.60 2021-05-31 📦 huggingface/transformers 📦 VikParuchuri/surya 📦 PaddlePaddle/PaddleSeg
5 EAFNet (RGB-AoLP) Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion 87.53 2020-11-26 📦 Katexiang/EAFNet
6 EAFNet (RGB-DoLP) Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion 87.34 2020-11-26 📦 Katexiang/EAFNet

All Papers (6)