SOTAVerified

Object Detection

Papers

Showing 73017350 of 10957 papers

TitleStatusHype
Can neural networks predict dynamics they have never seen?0
Towards Live Video Analytics with On-Drone Deeper-yet-Compatible Compression0
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation0
Frustum Fusion: Pseudo-LiDAR and LiDAR Fusion for 3D Detection0
Assessing learned features of Deep Learning applied to EEG0
Natural Adversarial Objects0
Sampling Equivariant Self-attention Networks for Object Detection in Aerial Images0
Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art0
Addressing Multiple Salient Object Detection via Dual-Space Long-Range DependenciesCode0
Towards Panoptic 3D Parsing for Single Image in the Wild0
Video Salient Object Detection via Contrastive Features and Attention Modules0
Boundary Distribution Estimation for Precise Object Detection0
Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification0
Structure Information is the Key: Self-Attention RoI Feature Extractor in 3D Object Detection0
Beyond Point Clouds: A Knowledge-Aided High Resolution Imaging Radar Deep Detector for Autonomous Driving0
VPFNet: Voxel-Pixel Fusion Network for Multi-class 3D Object Detection0
DPNET: Dual-Path Network for Efficient Object Detectioj with Lightweight Self-Attention0
Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation0
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network0
A Comparative Review of Recent Few-Shot Object Detection Algorithms0
Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge LabelsCode0
Facial Emotion Recognition: A multi-task approach using deep learningCode0
Privacy Aware Person Detection in Surveillance Data0
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object DetectionCode0
Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection0
Beyond Classification: Knowledge Distillation using Multi-Object Impressions0
SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation0
Robust Ellipsoid-specific Fitting via Expectation Maximization0
Response-based Distillation for Incremental Object Detection0
HR-RCNN: Hierarchical Relational Reasoning for Object Detection0
Instant Response Few-shot Object Detection with Meta Strategy and Explicit Localization InferenceCode0
Raw Bayer Pattern Image Synthesis for Computer Vision-oriented Image Signal Processing Pipeline Design0
MUSE: Feature Self-Distillation with Mutual Information and Self-Information0
Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function0
Diagnosing Errors in Video Relation DetectorsCode0
Deep Learning for UAV-based Object Detection and Tracking: A Survey0
2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track0
ADC: Adversarial attacks against object Detection that evade Context consistency checks0
A methodology for detection and localization of fruits in apples orchards from aerial imagesCode0
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries0
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology0
RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object Detection0
CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification0
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation0
C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection0
A Fast Location Algorithm for Very Sparse Point Clouds Based on Object Detection0
Multi-Object Tracking and Segmentation with a Space-Time Memory Network0
LC3Net: Ladder context correlation complementary network for salient object detection0
Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression0
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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