SOTAVerified

Object Detection

Papers

Showing 80518100 of 10957 papers

TitleStatusHype
Accurate, Low-Latency Visual Perception for Autonomous Racing:Challenges, Mechanisms, and Practical SolutionsCode1
On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures0
Weakly Supervised 3D Object Detection from Point CloudsCode1
A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves0
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal PathologyCode1
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases0
Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance0
Corner Proposal Network for Anchor-free, Two-stage Object DetectionCode1
Research Progress of Convolutional Neural Network and its Application in Object Detection0
Radio Access Technology Characterisation Through Object Detection0
Part-Aware Data Augmentation for 3D Object Detection in Point CloudCode1
Two-Level Residual Distillation based Triple Network for Incremental Object Detection0
NOH-NMS: Improving Pedestrian Detection by Nearby Objects HallucinationCode1
A Self-Training Approach for Point-Supervised Object Detection and Counting in CrowdsCode1
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds0
Few-Shot Object Detection and Viewpoint Estimation for Objects in the WildCode1
Representation Sharing for Fast Object Detector Search and BeyondCode1
PP-YOLO: An Effective and Efficient Implementation of Object DetectorCode1
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
Weakly Supervised 3D Object Detection from Lidar Point CloudCode1
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance SegmentationCode1
Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object DetectionCode0
Right for the Right Reason: Making Image Classification Robust0
A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal0
A Survey on Performance Metrics for Object-Detection AlgorithmsCode3
Accelerating Deep Learning Applications in Space0
BorderDet: Border Feature for Dense Object DetectionCode1
Segmentation of the Left Ventricle by SDD double threshold selection and CHT0
Object-Aware Centroid Voting for Monocular 3D Object Detection0
TENet: Triple Excitation Network for Video Salient Object Detection0
Pillar-based Object Detection for Autonomous DrivingCode1
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware PriorsCode0
Referring Expression Comprehension: A Survey of Methods and Datasets0
PIoU Loss: Towards Accurate Oriented Object Detection in Complex EnvironmentsCode1
Kinematic 3D Object Detection in Monocular VideoCode1
AquaVision: Automating the detection of waste in water bodies using deep transfer learningCode1
Feature Pyramid Transformer0
Multi-Scale Positive Sample Refinement for Few-Shot Object DetectionCode1
AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling0
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
CASNet: Common Attribute Support Network for image instance and panoptic segmentation0
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationCode1
Improving Object Detection with Selective Self-supervised Self-training0
EPNet: Enhancing Point Features with Image Semantics for 3D Object DetectionCode1
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge0
RepPoints V2: Verification Meets Regression for Object DetectionCode1
Probabilistic Anchor Assignment with IoU Prediction for Object DetectionCode1
Advances in Deep Learning for Hyperspectral Image Analysis--Addressing Challenges Arising in Practical Imaging Scenarios0
VIPriors Object Detection Challenge0
Suppress and Balance: A Simple Gated Network for Salient Object DetectionCode1
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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