SOTAVerified

Object Detection

Papers

Showing 85018550 of 10957 papers

TitleStatusHype
Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level SaliencyCode0
High Accuracy Face Geometry Capture using a Smartphone Video0
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
HyNNA: Improved Performance for Neuromorphic Vision Sensor based Surveillance using Hybrid Neural Network Architecture0
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection0
Applying r-spatiogram in object tracking for occlusion handling0
Rethinking Object Detection in Retail StoresCode0
Deep Active Learning for Remote Sensing Object Detection0
Deep Object Detection based Mitosis Analysis in Breast Cancer Histopathological Images0
Incremental Object Detection via Meta-LearningCode1
Real Time Multi-Class Object Detection and Recognition Using Vision Augmentation Algorithm0
Cooperative Object Detection and Parameter Estimation Using Visible Light Communications0
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
Revisiting the Sibling Head in Object DetectorCode1
Weakly-Supervised Salient Object Detection via Scribble AnnotationsCode1
Extended Feature Pyramid Network for Small Object DetectionCode1
Any-Shot Object Detection0
Frustratingly Simple Few-Shot Object DetectionCode2
Adapting Object Detectors with Conditional Domain Normalization0
Context-Transformer: Tackling Object Confusion for Few-Shot DetectionCode1
Developing a Recommendation Benchmark for MLPerf Training and Inference0
PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression0
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View MapsCode1
OS2D: One-Stage One-Shot Object Detection by Matching Anchor FeaturesCode1
StarNet: towards Weakly Supervised Few-Shot Object DetectionCode0
Identifying Individual Dogs in Social Media Images0
A High-Performance Object Proposals based on Horizontal High Frequency Signal0
Harmonizing Transferability and Discriminability for Adapting Object DetectorsCode1
PointINS: Point-based Instance Segmentation0
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
Highly Efficient Salient Object Detection with 100K ParametersCode1
LaserFlow: Efficient and Probabilistic Object Detection and Motion Forecasting0
Equalization Loss for Long-Tailed Object RecognitionCode1
Confidence Guided Stereo 3D Object Detection with Split Depth Estimation0
Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE0
Maximum Likelihood Speed Estimation of Moving Objects in Video Signals0
Incremental Few-Shot Object Detection0
BirdNet+: End-to-End 3D Object Detection in LiDAR Bird's Eye ViewCode1
BiDet: An Efficient Binarized Object DetectorCode1
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection0
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image0
CPM R-CNN: Calibrating Point-guided Misalignment in Object DetectionCode1
Cross-modal Learning for Multi-modal Video Categorization0
Inferring Spatial Uncertainty in Object Detection0
Spherical formulation of moving object geometric constraints for monocular fisheye cameras0
Traffic Signs Detection and Recognition System using Deep Learning0
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware LearningCode1
Mixup Regularization for Region Proposal based Object Detectors0
Reveal of Domain Effect: How Visual Restoration Contributes to Object Detection in Aquatic Scenes0
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
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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