SOTAVerified

Object Detection

Papers

Showing 49765000 of 10957 papers

TitleStatusHype
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy0
Learned Fusion: 3D Object Detection using Calibration-Free Transformer Feature Fusion0
ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis0
Instance-aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning0
Challenges of YOLO Series for Object Detection in Extremely Heavy Rain: CALRA Simulator based Synthetic Evaluation Dataset0
Advancements in Content-Based Image Retrieval: A Comprehensive Survey of Relevance Feedback Techniques0
An Invitation to Deep Reinforcement Learning0
Edge Wasserstein Distance Loss for Oriented Object Detection0
Lightweight high-resolution Subject Matting in the Real World0
IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater0
OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection0
Teaching Unknown Objects by Leveraging Human Gaze and Augmented Reality in Human-Robot Interaction0
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline0
SqueezeSAM: User friendly mobile interactive segmentation0
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops0
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater EnvironmentsCode0
User Friendly and Adaptable Discriminative AI: Using the Lessons from the Success of LLMs and Image Generation Models0
Beyond Classification: Definition and Density-based Estimation of Calibration in Object DetectionCode0
A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host DetectionCode0
Dynamic Adversarial Attacks on Autonomous Driving SystemsCode0
Open World Object Detection in the Era of Foundation Models0
Investigating YOLO Models Towards Outdoor Obstacle Detection For Visually Impaired People0
Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight TrainsCode0
Unify Change Point Detection and Segment Classification in a Regression Task for Transportation Mode IdentificationCode0
Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques0
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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