SOTAVerified

Object Detection

Papers

Showing 29262950 of 10957 papers

TitleStatusHype
Simultaneous Object Detection and Semantic SegmentationCode1
Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle PerceptionCode1
RepPoints: Point Set Representation for Object DetectionCode1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object DetectionCode1
Deep Hough Voting for 3D Object Detection in Point CloudsCode1
A Simple Pooling-Based Design for Real-Time Salient Object DetectionCode1
CenterNet: Keypoint Triplets for Object DetectionCode1
Towards Accurate One-Stage Object Detection with AP-LossCode1
High-Resolution Representations for Labeling Pixels and RegionsCode1
Contextual Attention for Hand Detection in the WildCode1
FoveaBox: Beyond Anchor-based Object DetectorCode1
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face DetectionCode1
FCOS: Fully Convolutional One-Stage Object DetectionCode1
Res2Net: A New Multi-scale Backbone ArchitectureCode1
Precise Detection in Densely Packed ScenesCode1
BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object DetectorsCode1
Generalized Intersection over Union: A Metric and A Loss for Bounding Box RegressionCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
Augmentation for small object detectionCode1
PIXOR: Real-time 3D Object Detection from Point CloudsCode1
Hybrid Task Cascade for Instance SegmentationCode1
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freeCode1
Studying the Plasticity in Deep Convolutional Neural Networks using Random PruningCode1
Slimmable Neural NetworksCode1
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous DrivingCode1
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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