ML Research Wiki / Benchmarks / Semantic Segmentation / ISPRS Potsdam

ISPRS Potsdam

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 17 results | 📏 Metric: Overall Accuracy

Top Performing Models

Rank Model Paper Overall Accuracy Date Code
1 D2LS Dynamic Dictionary Learning for Remote Sensing Image Segmentation 94.70 2025-03-09 📦 XavierJiezou/D2LS
2 EfficientUNets and Transformers 📚 Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers 93.70 2022-06-20 -
3 ViT-G12X4 A Billion-scale Foundation Model for Remote Sensing Images 92.12 2023-04-11 -
4 IMP-ViTAEv2-S-UperNet 📚 An Empirical Study of Remote Sensing Pretraining 91.60 2022-04-06 📦 vitae-transformer/vitae-transformer-remote-sensing 📦 vitae-transformer/rsp
5 ABCNet ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images 91.30 2021-02-04 📦 lironui/ABCNet
6 ViTAE-B + RVSA -UperNet 📚 Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model 91.22 2022-08-08 📦 vitae-transformer/vitae-transformer-remote-sensing 📦 vitae-transformer/remote-sensing-rvsa
7 RSP-ViTAEv2-S-UperNet 📚 An Empirical Study of Remote Sensing Pretraining 91.21 2022-04-06 📦 vitae-transformer/vitae-transformer-remote-sensing 📦 vitae-transformer/rsp
8 BANet 📚 Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images 91.06 2021-06-23 📦 WangLibo1995/GeoSeg
9 RSP-Swin-T-UperNet 📚 An Empirical Study of Remote Sensing Pretraining 90.78 2022-04-06 📦 vitae-transformer/vitae-transformer-remote-sensing 📦 vitae-transformer/rsp
10 ViT-B + RVSA-UperNet 📚 Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model 90.77 2022-08-08 📦 vitae-transformer/vitae-transformer-remote-sensing 📦 vitae-transformer/remote-sensing-rvsa

All Papers (17)