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SOTA
行人检测
Pedestrian Detection On Llvip
Pedestrian Detection On Llvip
评估指标
AP
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
AP
Paper Title
Repository
MMPedestron
0.726
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset
MiPa
0.665
MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection
CFT
0.636
Cross-Modality Fusion Transformer for Multispectral Object Detection
UniRGB-IR
0.632
UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning
RSDet
0.613
Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection
CMX
0.596
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
CSSA
0.592
Multimodal Object Detection by Channel Switching and Spatial Attention
-
GAFF
0.558
Multimodal Object Detection by Channel Switching and Spatial Attention
-
Halfway Fusion
0.551
Multimodal Object Detection by Channel Switching and Spatial Attention
-
YoloV5-RGB
0.527
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
ProbEn
0.515
Multimodal Object Detection via Probabilistic Ensembling
ProbEn
0.515
Multimodal Object Detection by Channel Switching and Spatial Attention
-
YoloV3-RGB
0.466
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
INSANet
-
INSANet: INtra-INter Spectral Attention Network for Effective Feature Fusion of Multispectral Pedestrian Detection
-
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