SOTAVerified

Object Detection

Papers

Showing 12311240 of 10957 papers

TitleStatusHype
Unbalanced Optimal Transport: A Unified Framework for Object DetectionCode1
Semi-supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height EstimationCode1
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point CloudsCode1
Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object DetectionCode1
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and CalibrationCode1
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object DetectionCode1
MobileViG: Graph-Based Sparse Attention for Mobile Vision ApplicationsCode1
Detection-segmentation convolutional neural network for autonomous vehicle perceptionCode1
C^2Former: Calibrated and Complementary Transformer for RGB-Infrared Object DetectionCode1
AFPN: Asymptotic Feature Pyramid Network for Object DetectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified