SOTAVerified

Object Detection

Papers

Showing 25312540 of 10957 papers

TitleStatusHype
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree SearchCode1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksCode1
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Dense RepPoints: Representing Visual Objects with Dense Point SetsCode1
Density-Insensitive Unsupervised Domain Adaption on 3D Object DetectionCode1
A Comprehensive Review of 3D Object Detection in Autonomous Driving: Technological Advances and Future DirectionsCode1
Contextual Diversity for Active LearningCode1
Fast Region Proposal Learning for Object Detection for RoboticsCode1
ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels OnlyCode1
Dense Relation Distillation with Context-aware Aggregation for Few-Shot 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