SOTAVerified

Object Detection

Papers

Showing 57765800 of 10957 papers

TitleStatusHype
Enhancing object detection robustness: A synthetic and natural perturbation approach0
Machine Vision System for Early-stage Apple Flowers and Flower Clusters Detection for Precision Thinning and Pollination0
MMDR: A Result Feature Fusion Object Detection Approach for Autonomous System0
Improving Post-Training Quantization on Object Detection with Task Loss-Guided Lp Metric0
DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation0
CrossFusion: Interleaving Cross-modal Complementation for Noise-resistant 3D Object Detection0
UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite0
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey0
Leveraging Multi-view Data for Improved Detection Performance: An Industrial Use Case0
A Survey on Few-Shot Class-Incremental Learning0
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images0
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection0
Vehicle Safety Management System0
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads0
The Art of Camouflage: Few-Shot Learning for Animal Detection and SegmentationCode0
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective0
Directly Optimizing IoU for Bounding Box Localization0
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection0
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv50
ODAM: Gradient-based instance-specific visual explanations for object detectionCode0
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation0
SpectFormer: Frequency and Attention is what you need in a Vision Transformer0
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv80
Learning Accurate Performance Predictors for Ultrafast Automated Model CompressionCode0
Gamifying Math Education using Object Detection0
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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