SOTAVerified

Object Detection

Papers

Showing 70017025 of 10957 papers

TitleStatusHype
Multi-modal Conditional Bounding Box Regression for Music Score FollowingCode1
Self-Supervised Learning with Swin TransformersCode1
Modelling of LIDAR sensor disturbances by solid airborne particles0
You Only Learn One Representation: Unified Network for Multiple TasksCode1
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
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches0
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections0
Detection, Tracking, and Counting Meets Drones in Crowds: A BenchmarkCode1
Instances as QueriesCode1
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and BeyondCode1
Real-time Face Mask Detection in Video Data0
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
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water0
Enabling 3D Object Detection with a Low-Resolution LiDAR0
Robustness Enhancement of Object Detection in Advanced Driver Assistance Systems (ADAS)Code0
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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