SOTAVerified

Object Detection

Papers

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Showing 4951–5000 of 10957 papers

TitleStatusHype
Impact of Scaled Image on Robustness of Deep Neural Networks—0
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection—0
Image Models for large-scale Object Detection and Classification—0
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation—0
Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss—0
Visual Prompting via Image InpaintingCode2
Hybrid Gromov-Wasserstein Embedding for Capsule Learning—0
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition—0
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata—0
Few-shot Adaptive Object Detection with Cross-Domain CutMix—0
3DLG-Detector: 3D Object Detection via Simultaneous Local-Global Feature Learning—0
Scatter Points in Space: 3D Detection from Multi-view Monocular Images—0
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection—0
Transfering Low-Frequency Features for Domain Adaptation—0
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondCode1
MRL: Learning to Mix with Attention and Convolutions—0
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images—0
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context—0
TemporalNet: Real-time 2D-3D Video Object Detection—0
SAFE: Sensitivity-Aware Features for Out-of-Distribution Object DetectionCode1
Explainability of Deep Learning models for Urban Space perceptionCode1
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios—0
Radial Prediction Domain Adaption Classifier for the MIDOG 2022 ChallengeCode0
Open-Set Semi-Supervised Object Detection—0
PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection—0
Confidence Estimation for Object Detection in Document Images—0
Chosen methods of improving small object recognition with weak recognizable features—0
YOLOX-PAI: An Improved YOLOX, Stronger and Faster than YOLOv6Code0
Self-Calibrating Anomaly and Change Detection for Autonomous Inspection Robots—0
Ammunition Component Classification Using Deep LearningCode0
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal PerspectiveCode1
Anytime-Lidar: Deadline-aware 3D Object Detection—0
Bridging the View Disparity Between Radar and Camera Features for Multi-modal Fusion 3D Object Detection—0
VEViD: Vision Enhancement via Virtual diffraction and coherent DetectionCode2
Comparison of Object Detection Algorithms for Street-level Objects—0
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window—0
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors—0
A novel method for data augmentation: Nine Dot Moving Least Square (ND-MLS)—0
Bugs in the Data: How ImageNet Misrepresents BiodiversityCode0
Detecting the unknown in Object Detection—0
ssFPN: Scale Sequence (S^2) Feature Based-Feature Pyramid Network for Object DetectionCode0
YOLOPv2: Better, Faster, Stronger for Panoptic Driving PerceptionCode2
Motion Robust High-Speed Light-Weighted Object Detection With Event CameraCode1
AGO-Net: Association-Guided 3D Point Cloud Object Detection Network—0
Why is the video analytics accuracy fluctuating, and what can we do about it?—0
Semantic Driven Energy based Out-of-Distribution Detection—0
Adversarial Vulnerability of Temporal Feature Networks for Object Detection—0
CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety Oriented Research and Digital TwinsCode2
Object Detection in Aerial Images with Uncertainty-Aware Graph Network—0
DeepInteraction: 3D Object Detection via Modality InteractionCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified