SOTAVerified

Object Detection

Papers

Showing 19512000 of 10957 papers

TitleStatusHype
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingCode1
A Closer Look at Smoothness in Domain Adversarial TrainingCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
Comics Datasets Framework: Mix of Comics datasets for detection benchmarkingCode1
Co-mining: Self-Supervised Learning for Sparsely Annotated Object DetectionCode1
CoMix: A Comprehensive Benchmark for Multi-Task Comic UnderstandingCode1
Harmonizing Transferability and Discriminability for Adapting Object DetectorsCode1
Harmonious Teacher for Cross-Domain Object DetectionCode1
AdvReal: Adversarial Patch Generation Framework with Application to Adversarial Safety Evaluation of Object Detection SystemsCode1
Common Limitations of Image Processing Metrics: A Picture StoryCode1
AirDet: Few-Shot Detection without Fine-tuning for Autonomous ExplorationCode1
Data Augmentation for Object Detection via Differentiable Neural RenderingCode1
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler mapsCode1
HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural NetworksCode1
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
Part-Aware Data Augmentation for 3D Object Detection in Point CloudCode1
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model TrainingCode1
HEAD: HEtero-Assists Distillation for Heterogeneous Object DetectorsCode1
Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive LearningCode1
HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point CloudsCode1
Data-Free Quantization Through Weight Equalization and Bias CorrectionCode1
Hespi: A pipeline for automatically detecting information from hebarium specimen sheetsCode1
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object DetectionCode1
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object DetectionCode1
JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect RemovalCode1
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite VideosCode1
Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian DatasetCode1
Hierarchical Graph Interaction Transformer with Dynamic Token Clustering for Camouflaged Object DetectionCode1
Center and Scale Prediction: Anchor-free Approach for Pedestrian and Face DetectionCode1
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object DetectionCode1
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse MotionCode1
High-level camera-LiDAR fusion for 3D object detection with machine learningCode1
Is normalization indispensable for training deep neural network?Code1
Hire-MLP: Vision MLP via Hierarchical RearrangementCode1
HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object DetectionCode1
Hindsight is 20/20: Leveraging Past Traversals to Aid 3D PerceptionCode1
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object DetectionCode1
Isometric Transformation Invariant and Equivariant Graph Convolutional NetworksCode1
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasetsCode1
Is Depth Really Necessary for Salient Object Detection?Code1
Acquisition of Localization Confidence for Accurate Object DetectionCode1
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationCode1
Homography Loss for Monocular 3D Object DetectionCode1
Is Discretization Fusion All You Need for Collaborative Perception?Code1
HoughNet: Integrating near and long-range evidence for bottom-up object detectionCode1
HoughNet: Integrating near and long-range evidence for visual detectionCode1
Physical Attack on Monocular Depth Estimation with Optimal Adversarial PatchesCode1
Comprehensive Attention Self-Distillation for Weakly-Supervised Object DetectionCode1
Is Pseudo-Lidar needed for Monocular 3D Object detection?Code1
Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road 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