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Object Detection

Papers

Showing 12511300 of 10957 papers

TitleStatusHype
CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited AnnotationsCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
CoDiff: Conditional Diffusion Model for Collaborative 3D Object DetectionCode1
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object DetectionCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object DetectionCode1
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Exploring Categorical Regularization for Domain Adaptive Object DetectionCode1
Exploring Classification Equilibrium in Long-Tailed Object DetectionCode1
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box RegressionCode1
Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth PredictionCode1
FADet: A Multi-sensor 3D Object Detection Network based on Local Featured AttentionCode1
CoMix: A Comprehensive Benchmark for Multi-Task Comic UnderstandingCode1
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree SearchCode1
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object DetectionCode1
Coarse-to-Fine Vision-Language Pre-training with Fusion in the BackboneCode1
CN-RMA: Combined Network with Ray Marching Aggregation for 3D Indoor Object Detection from Multi-view ImagesCode1
ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels OnlyCode1
Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian DatasetCode1
ALSO: Automotive Lidar Self-supervision by Occupancy estimationCode1
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTMCode1
Active Learning Strategies for Weakly-supervised Object DetectionCode1
Comprehensive Attention Self-Distillation for Weakly-Supervised Object DetectionCode1
4D-Net for Learned Multi-Modal AlignmentCode1
Exploring Simple 3D Multi-Object Tracking for Autonomous DrivingCode1
Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified BenchmarkCode1
Extended Feature Pyramid Network for Small Object DetectionCode1
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height ComplementarityCode1
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing DomainCode1
Conditional DETR for Fast Training ConvergenceCode1
Contextual Diversity for Active LearningCode1
Active Token MixerCode1
Automatic Wood Pith Detector: Local Orientation Estimation and Robust AccumulationCode1
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object DetectionCode1
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based MixingCode1
4D Unsupervised Object DiscoveryCode1
Container: Context Aggregation NetworkCode1
Consistency-based Active Learning for Object DetectionCode1
FashionFail: Addressing Failure Cases in Fashion Object Detection and SegmentationCode1
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph LearningCode1
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration NetworkCode1
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban IntersectionCode1
Excavating RoI Attention for Underwater Object DetectionCode1
Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation NetworkCode1
CNN Model & Tuning for Global Road Damage DetectionCode1
AutoShape: Real-Time Shape-Aware Monocular 3D Object DetectionCode1
Context-Aware Chart Element DetectionCode1
Learning Loss for Active LearningCode1
Aligning Pretraining for Detection via Object-Level Contrastive LearningCode1
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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