SOTAVerified

Object Detection

Papers

Showing 36513700 of 10957 papers

TitleStatusHype
ET tu, CLIP? Addressing Common Object Errors for Unseen Environments0
Class Agnostic Instance-level Descriptor for Visual Instance Search0
CatFree3D: Category-agnostic 3D Object Detection with Diffusion0
Class-agnostic Object Detection0
Efficient Vision Transformer for Accurate Traffic Sign Detection0
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection0
Accurate Crop Yield Estimation of Blueberries using Deep Learning and Smart Drones0
Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets0
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks0
Evaluating Deep Convolutional Neural Networks for Material Classification0
Evaluating GAN-Based Image Augmentation for Threat Detection in Large-Scale Xray Security Images0
Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance0
Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection0
A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline0
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting0
Evaluating multi-class learning strategies in a generative hierarchical framework for object detection0
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos0
Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze0
Evaluating Stenosis Detection with Grounding DINO, YOLO, and DINO-DETR0
Class-balanced Open-set Semi-supervised Object Detection for Medical Images0
Evaluating Temporal Queries Over Video Feeds0
Evaluating the Adversarial Robustness of Detection Transformers0
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings0
Evaluating the Evolution of YOLO (You Only Look Once) Models: A Comprehensive Benchmark Study of YOLO11 and Its Predecessors0
Evaluating the Impact of Synthetic Data on Object Detection Tasks in Autonomous Driving0
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight0
Category-Specific Object Reconstruction from a Single Image0
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery0
A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection0
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning0
Evaluation Metrics for DNNs Compression0
Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery0
Classification Committee for Active Deep Object Detection0
Evaluation of Environmental Conditions on Object Detection using Oriented Bounding Boxes for AR Applications0
Evaluation of Object Detection Proposals Under Condition Variations0
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems0
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models0
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism0
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning0
Class-Incremental Few-Shot Object Detection0
Efficient Single Object Detection on Image Patches with Early Exit Enhanced High-Precision CNNs0
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation0
Event-based Moving Object Detection and Tracking0
Event-based Object Detection and Tracking for Space Situational Awareness0
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images0
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection0
Event-based YOLO Object Detection: Proof of Concept for Forward Perception System0
FP-DETR: Detection Transformer Advanced by Fully Pre-training0
Efficient sign language recognition system and dataset creation method based on deep learning and image processing0
Category-Level Metric Scale Object Shape and Pose Estimation0
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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