SOTAVerified

Object Detection

Papers

Showing 25512600 of 10957 papers

TitleStatusHype
DetCo: Unsupervised Contrastive Learning for Object DetectionCode1
Fewer is More: Efficient Object Detection in Large Aerial ImagesCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
Few-Cost Salient Object Detection with Adversarial-Paced LearningCode1
Deep Learning Based Steel Pipe Weld Defect DetectionCode1
Point TransformerCode1
PolarBEVDet: Exploring Polar Representation for Multi-View 3D Object Detection in Bird's-Eye-ViewCode1
PolarFormer: Multi-camera 3D Object Detection with Polar TransformerCode1
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary NoduleCode1
Few-Shot Object Detection via Variational Feature AggregationCode1
Few-Shot Object Detection with Fully Cross-TransformerCode1
Deep Learning for 3D Point Clouds: A SurveyCode1
FFT-based Dynamic Token Mixer for VisionCode1
FFAVOD: Feature Fusion Architecture for Video Object DetectionCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
MS3D++: Ensemble of Experts for Multi-Source Unsupervised Domain Adaption in 3D Object DetectionCode1
A Comprehensive Review of 3D Object Detection in Autonomous Driving: Technological Advances and Future DirectionsCode1
Fine-Grained Dynamic Head for Object DetectionCode1
Automatic Wood Pith Detector: Local Orientation Estimation and Robust AccumulationCode1
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object DetectionCode1
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural NetworksCode1
Finding Your (3D) Center: 3D Object Detection Using a Learned LossCode1
Deep learning for radar data exploitation of autonomous vehicleCode1
Deep learning for table detection and structure recognition: A surveyCode1
4D Unsupervised Object DiscoveryCode1
Contextual Diversity for Active LearningCode1
DesCo: Learning Object Recognition with Rich Language DescriptionsCode1
MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object DetectionCode1
Fire and Smoke Detection with Burning Intensity RepresentationCode1
FishMOT: A Simple and Effective Method for Fish Tracking Based on IoU MatchingCode1
FishEye8K: A Benchmark and Dataset for Fisheye Camera Object DetectionCode1
Fisher Information guided Purification against Backdoor AttacksCode1
Multi-Granularity Part Sampling Attention for Fine-Grained Visual ClassificationCode1
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided DiffusionCode1
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural NetworksCode1
FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite ImageryCode1
Florence-2: Advancing a Unified Representation for a Variety of Vision TasksCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Florence: A New Foundation Model for Computer VisionCode1
FloW: A Dataset and Benchmark for Floating Waste Detection in Inland WatersCode1
Multiple instance active learning for object detectionCode1
FMODetect: Robust Detection of Fast Moving ObjectsCode1
Depth from Camera Motion and Object DetectionCode1
Focal and Global Knowledge Distillation for DetectorsCode1
AutoShape: Real-Time Shape-Aware Monocular 3D Object DetectionCode1
Deeply supervised salient object detection with short connectionsCode1
Contextual Convolutional Neural NetworksCode1
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
Contextual Attention for Hand Detection in the WildCode1
Context-Transformer: Tackling Object Confusion for Few-Shot 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