SOTAVerified

Object Detection

Papers

Showing 70017050 of 10957 papers

TitleStatusHype
Sample selection for efficient image annotation0
Multi-modal Conditional Bounding Box Regression for Music Score FollowingCode1
Modelling of LIDAR sensor disturbances by solid airborne particles0
Self-Supervised Learning with Swin TransformersCode1
Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting0
Conformer: Local Features Coupling Global Representations for Visual RecognitionCode1
Domain-Specific Suppression for Adaptive Object Detection0
Active Terahertz Imaging Dataset for Concealed Object DetectionCode1
The iWildCam 2021 Competition Dataset0
Faster and Simpler Siamese Network for Single Object Tracking0
Salient Objects in ClutterCode1
MOTR: End-to-End Multiple-Object Tracking with TransformerCode1
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections0
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches0
Detection, Tracking, and Counting Meets Drones in Crowds: A BenchmarkCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water0
MODS -- A USV-oriented object detection and obstacle segmentation benchmarkCode1
Beyond Self-attention: External Attention using Two Linear Layers for Visual TasksCode2
A Robotic Approach towards Quantifying Epipelagic Bound Plastic Using Deep Visual ModelsCode1
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis0
Real-time Face Mask Detection in Video Data0
Instances as QueriesCode1
Enabling 3D Object Detection with a Low-Resolution LiDAR0
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement0
Hallucination Improves Few-Shot Object Detection0
Robustness Enhancement of Object Detection in Advanced Driver Assistance Systems (ADAS)Code0
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
Single-Training Collaborative Object Detectors Adaptive to Bandwidth and ComputationCode0
ISTR: End-to-End Instance Segmentation with TransformersCode1
Object detection for crabs in top-view seabed imagery0
RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road UsersCode1
Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN0
Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous DrivingCode1
Lite-FPN for Keypoint-based Monocular 3D Object DetectionCode1
Few-Shot Video Object DetectionCode1
CAT: Cross-Attention Transformer for One-Shot Object Detection0
Deep Learning Based Steel Pipe Weld Defect DetectionCode1
Unsupervised data augmentation for object detection0
CoSformer: Detecting Co-Salient Object with Transformers0
Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution0
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps0
Objects as Extreme Points0
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object DetectionCode1
Video Salient Object Detection via Adaptive Local-Global RefinementCode0
Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery0
PAFNet: An Efficient Anchor-Free Object Detector Guidance0
PDNet: Toward Better One-Stage Object Detection With Prediction DecouplingCode1
A Deep Learning Object Detection Method for an Efficient Clusters Initialization0
LGA-RCNN: Loss-Guided Attention for 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