ML Research Wiki / Benchmarks / 2D Object Detection / DroneVehicle

DroneVehicle

2D Object Detection Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: test/mAP50

Top Performing Models

Rank Model Paper test/mAP50 Date Code
1 C2Former $\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection 74.20 2023-06-28 📦 yuanmaoxun/c2former 📦 yuanmaoxun/calibrated-and-complementary-transformer-for-rgb-infrared-object-detection
2 TSFADet Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection 73.10 2022-09-28 -
3 AR-CNN Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection 71.60 2019-01-09 -
4 CIAN CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation 70.20 2018-11-27 📦 js-fan/CIAN
5 HalfwayFusion Multispectral Deep Neural Networks for Pedestrian Detection 68.20 2016-11-08 📦 SoonminHwang/rgbt-ped-detection 📦 xuez-phd/tfdet
6 TarDAL Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection 43.30 2022-03-30 📦 JinyuanLiu-CV/TarDAL 📦 dlut-dimt/tardal
7 UA-CMDet Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning 40.10 2020-03-05 📦 VisDrone/DroneVehicle 📦 SunYM2020/UA-CMDet

All Papers (7)

yuanmaoxun/c2former yuanmaoxun/calibrated-and-complementary-transformer-for-rgb-infrared-object-detection
js-fan/CIAN
SoonminHwang/rgbt-ped-detection xuez-phd/tfdet
JinyuanLiu-CV/TarDAL dlut-dimt/tardal
VisDrone/DroneVehicle SunYM2020/UA-CMDet