ML Research Wiki / Benchmarks / Semantic Segmentation / DELIVER

DELIVER

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: mIoU

Top Performing Models

Rank Model Paper mIoU Date Code
1 CAFuser CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes 67.80 2024-10-14 📦 timbroed/cafuser
2 GeminiFusion GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer 66.90 2024-06-03 📦 jiadingcn/geminifusion
3 CMNeXt (RGB-D-E-LiDAR) Delivering Arbitrary-Modal Semantic Segmentation 66.30 2023-03-02 📦 jamycheung/DELIVER
4 CMNeXt (RGB-D-LiDAR) Delivering Arbitrary-Modal Semantic Segmentation 65.50 2023-03-02 📦 jamycheung/DELIVER
5 CMNeXt (RGB-D-Event) Delivering Arbitrary-Modal Semantic Segmentation 64.44 2023-03-02 📦 jamycheung/DELIVER
6 CMNeXt (RGB-Depth) Delivering Arbitrary-Modal Semantic Segmentation 63.58 2023-03-02 📦 jamycheung/DELIVER
7 CMNeXt (RGB-LiDAR) Delivering Arbitrary-Modal Semantic Segmentation 58.04 2023-03-02 📦 jamycheung/DELIVER
8 CMNeXt (RGB-Event) Delivering Arbitrary-Modal Semantic Segmentation 57.48 2023-03-02 📦 jamycheung/DELIVER
9 SegFormer SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 57.20 2021-05-31 📦 huggingface/transformers 📦 VikParuchuri/surya 📦 PaddlePaddle/PaddleSeg

All Papers (9)