ML Research Wiki / Benchmarks / Pedestrian Detection / LLVIP

LLVIP

Pedestrian Detection Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: AP

Top Performing Models

Rank Model Paper AP Date Code
1 MMPedestron When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset 0.73 2024-07-14 📦 BubblyYi/MMPedestron
2 MiPa MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection 0.67 2024-04-29 📦 heitorrapela/mipa
3 CFT Cross-Modality Fusion Transformer for Multispectral Object Detection 0.64 2021-10-30 📦 docf/multispectral-object-detection
4 UniRGB-IR UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning 0.63 2024-04-26 📦 potsui99/unirgb-ir
5 RSDet Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection 0.61 2024-01-19 📦 Zhao-Tian-yi/RSDet
6 CMX CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 0.60 2022-03-09 📦 huaaaliu/rgbx_semantic_segmentation
7 YoloV5-RGB LLVIP: A Visible-infrared Paired Dataset for Low-light Vision 0.53 2021-08-24 📦 bupt-ai-cz/LLVIP
8 ProbEn Multimodal Object Detection via Probabilistic Ensembling 0.52 2021-04-07 📦 Jamie725/Multimodal-Object-Detection-via-Probabilistic-Ensembling 📦 Jamie725/RGBT-detection 📦 aimerykong/RGBT-detection
9 YoloV3-RGB LLVIP: A Visible-infrared Paired Dataset for Low-light Vision 0.47 2021-08-24 📦 bupt-ai-cz/LLVIP

All Papers (9)

BubblyYi/MMPedestron
heitorrapela/mipa
docf/multispectral-object-detection
potsui99/unirgb-ir
Zhao-Tian-yi/RSDet
huaaaliu/rgbx_semantic_segmentation
bupt-ai-cz/LLVIP
Jamie725/Multimodal-Object-Detection-via-Probabilistic-Ensembling Jamie725/RGBT-detection aimerykong/RGBT-detection
bupt-ai-cz/LLVIP