SOTAVerified

Object Detection

Papers

Showing 41514200 of 10957 papers

TitleStatusHype
Moby: Empowering 2D Models for Efficient Point Cloud Analytics on the Edge0
Self-Supervised Representation Learning from Temporal Ordering of Automated Driving Sequences0
Long Range Object-Level Monocular Depth Estimation for UAVs0
AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving0
Research on road object detection algorithm based on improved YOLOX0
Tuning computer vision models with task rewards0
3M3D: Multi-view, Multi-path, Multi-representation for 3D Object Detection0
Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection0
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5Code2
DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open ScenesCode1
TFormer: A Transmission-Friendly ViT Model for IoT Devices0
Model-Based Underwater 6D Pose Estimation from RGB0
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline0
Universal Guidance for Diffusion ModelsCode2
Vision-RADAR fusion for Robotics BEV Detections: A SurveyCode0
Explicit3D: Graph Network with Spatial Inference for Single Image 3D Object Detection0
Threatening Patch Attacks on Object Detection in Optical Remote Sensing ImagesCode0
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Surface-biased Multi-Level Context 3D Object Detection0
An Application of Deep Learning for Sweet Cherry Phenotyping using YOLO Object Detection0
Predicting Class Distribution Shift for Reliable Domain Adaptive Object DetectionCode0
Uncertainty-Aware AB3DMOT by Variational 3D Object DetectionCode0
Dual Relation Knowledge Distillation for Object DetectionCode1
End-to-end Semantic Object Detection with Cross-Modal Alignment0
Context Understanding in Computer Vision: A Survey0
Help the Blind See: Assistance for the Visually Impaired through Augmented Acoustic SimulationCode0
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting0
The Re-Label Method For Data-Centric Machine LearningCode0
Reversible Vision TransformersCode1
Optimized Hybrid Focal Margin Loss for Crack Segmentation0
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels0
Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving0
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
On the Ideal Number of Groups for Isometric Gradient Propagation0
Look Around and Learn: Self-Training Object Detection by ExplorationCode1
Generating Evidential BEV Maps in Continuous Driving SpaceCode1
TR3D: Towards Real-Time Indoor 3D Object DetectionCode0
A Correction-Based Dynamic Enhancement Framework towards Underwater Detection0
Uncertainty Calibration and its Application to Object DetectionCode0
ConvoWaste: An Automatic Waste Segregation Machine Using Deep Learning0
FastPillars: A Deployment-friendly Pillar-based 3D DetectorCode1
Knowledge Distillation in Vision Transformers: A Critical Review0
Offloading Deep Learning Powered Vision Tasks from UAV to 5G Edge Server with Denoising0
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
SAAL: Sharpness-Aware Active LearningCode1
AOP-Net: All-in-One Perception Network for Joint LiDAR-based 3D Object Detection and Panoptic Segmentation0
SHINE: Deep Learning-Based Accessible Parking Management System0
Normalizing Flow based Feature Synthesis for Outlier-Aware Object DetectionCode1
EfficientRep:An Efficient Repvgg-style ConvNets with Hardware-aware Neural Network DesignCode5
Few-Shot Object Detection via Variational Feature AggregationCode1
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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