SOTAVerified

Object Detection

Papers

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Showing 6851–6875 of 10957 papers

TitleStatusHype
Cost-Aware Evaluation and Model Scaling for LiDAR-Based 3D Object Detection—0
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving—0
Dynamic Curriculum Learning for Great Ape Detection in the WildCode0
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining—0
Representation Recycling for Streaming Video AnalysisCode0
MMRotate: A Rotated Object Detection Benchmark using PyTorch—0
Rotationally Equivariant 3D Object Detection—0
Prescriptive and Descriptive Approaches to Machine-Learning Transparency—0
BBBD: Bounding Box Based Detector for Occlusion Detection and Order Recovery—0
Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame—0
AccMPEG: Optimizing Video Encoding for Video Analytics—0
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems—0
Where and What: Driver Attention-based Object DetectionCode0
Automated player identification and indexing using two-stage deep learning network—0
Robust Dual-Graph Regularized Moving Object Detection—0
Combining Visual Saliency Methods and Sparse Keypoint Annotations to Providently Detect Vehicles at NightCode0
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training—0
Single Object Tracking Research: A Survey—0
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection—0
RealNet: Combining Optimized Object Detection with Information Fusion Depth Estimation Co-Design Method on IoTCode0
Lesion Localization in OCT by Semi-Supervised Object Detection—0
Few-Shot Object Detection with Proposal Balance Refinement—0
Real-time HOG+SVM based object detection using SoC FPGA for a UHD video stream—0
DFAM-DETR: Deformable feature based attention mechanism DETR on slender object detection—0
Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified