SOTAVerified

Object Detection

Papers

Showing 15511575 of 10957 papers

TitleStatusHype
Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape DataCode0
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object DetectionCode1
Semi-supervised 3D Object Detection with PatchTeacher and PillarMixCode0
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object DetectionCode1
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and ObjectsCode1
Open Vocabulary Multi-Label Video Classification0
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model TrainingCode1
PowerYOLO: Mixed Precision Model for Hardware Efficient Object Detection with Event Data0
Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D SceneCode1
Knowledge distillation to effectively attain both region-of-interest and global semantics from an image where multiple objects appearCode0
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer0
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote SensingCode1
Projecting Points to Axes: Oriented Object Detection via Point-Axis RepresentationCode2
Enrich the content of the image Using Context-Aware Copy Paste0
Bayesian Detector Combination for Object Detection with Crowdsourced AnnotationsCode0
MambaVision: A Hybrid Mamba-Transformer Vision BackboneCode7
Cross Domain Object Detection via Multi-Granularity Confidence Alignment based Mean Teacher0
LSM: A Comprehensive Metric for Assessing the Safety of Lane Detection Systems in Autonomous Driving0
OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective FusionCode3
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance InsightsCode1
Few-Shot Domain Adaptive Object Detection for Microscopic Images0
Exploring Camera Encoder Designs for Autonomous Driving Perception0
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images0
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions0
Cue Point Estimation using 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