SOTAVerified

Object Detection

Papers

Showing 76517700 of 10957 papers

TitleStatusHype
Deformable Part-based Fully Convolutional Network for Object Detection0
Language-Assisted 3D Scene Understanding0
Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images0
Deformable One-Dimensional Object Detection for Routing and Manipulation0
LangNav: Language as a Perceptual Representation for Navigation0
Quantization for Rapid Deployment of Deep Neural Networks0
Quantization Mimic: Towards Very Tiny CNN for Object Detection0
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on Curves0
Deformable Filter Convolution for Point Cloud Reasoning0
Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency0
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects0
ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations0
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO0
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement0
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection0
Labels Are Not Perfect: Improving Probabilistic Object Detection via Label Uncertainty0
Deformable Capsules for Object Detection0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation0
Deformable Attention Mechanisms Applied to Object Detection, case of Remote Sensing0
Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models0
DefMamba: Deformable Visual State Space Model0
Label-Efficient 3D Object Detection For Road-Side Units0
Defense against Adversarial Cloud Attack on Remote Sensing Salient Object Detection0
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection0
Defending Multimodal Fusion Models against Single-Source Adversaries0
Quickest Moving Object Detection0
Q-YOLO: Efficient Inference for Real-time Object Detection0
Q-YOLOP: Quantization-aware You Only Look Once for Panoptic Driving Perception0
Label Assignment Distillation for Object Detection0
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model0
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis0
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images0
Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data0
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion0
Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame0
Radar and Camera Fusion for Object Detection and Tracking: A Comprehensive Survey0
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data0
Radar-Camera Sensor Fusion for Joint Object Detection and Distance Estimation in Autonomous Vehicles0
Backdoor Attacks against Image-to-Image Networks0
KTAN: Knowledge Transfer Adversarial Network0
Defect Detection from UAV Images based on Region-Based CNNs0
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework0
DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry0
Knowledge Rectification for Camouflaged Object Detection: Unlocking Insights from Low-Quality Data0
Deep Watershed Detector for Music Object Recognition0
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks0
AMRNet: Chips Augmentation in Aerial Images Object Detection0
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One0
A^2-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems0
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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