SOTAVerified

Object Detection

Papers

Showing 99019950 of 10957 papers

TitleStatusHype
An Uncertainty Estimation Framework for Probabilistic Object DetectionCode0
Feature Selective Anchor-Free Module for Single-Shot Object DetectionCode0
Pragmatic Communication in Multi-Agent Collaborative PerceptionCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Performance Evaluation of Real-Time Object Detection for Electric ScootersCode0
Minimum Delay Object Detection From VideoCode0
DetectorDetective: Investigating the Effects of Adversarial Examples on Object DetectorsCode0
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPCode0
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed DetectionCode0
Detector-in-Detector: Multi-Level Analysis for Human-PartsCode0
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object DetectorsCode0
Identifying Label Errors in Object Detection Datasets by Loss InspectionCode0
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification FrameworkCode0
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationCode0
Detect to Track and Track to DetectCode0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Determinantal Point Process as an alternative to NMSCode0
Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object DetectionCode0
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit DetectionCode0
Identity-Consistent Aggregation for Video Object DetectionCode0
Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object DetectionCode0
Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During DeploymentCode0
DetNAS: Backbone Search for Object DetectionCode0
DetNet: A Backbone network for Object DetectionCode0
FedVision: An Online Visual Object Detection Platform Powered by Federated LearningCode0
Feedback-driven object detection and iterative model improvementCode0
Revisiting Image-Language Networks for Open-ended Phrase DetectionCode0
Feedback from Pixels: Output Regulation via Learning-Based Scene View SynthesisCode0
A Framework of Transfer Learning in Object Detection for Embedded SystemsCode0
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-RaysCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomizationCode0
Object detection on aerial imagery using CenterNetCode0
Adaptive Testing of Computer Vision ModelsCode0
Optimizing Spatio-Temporal Information Processing in Spiking Neural Networks via Unconstrained Leaky Integrate-and-Fire Neurons and Hybrid CodingCode0
Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text DescribabilityCode0
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution DetectionCode0
RUHSNet: 3D Object Detection Using Lidar Data in Real TimeCode0
A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial ImageryCode0
Achievement-Based Training Progress Balancing for Multi-Task LearningCode0
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural NetworksCode0
Few-Example Object Detection with Model CommunicationCode0
RCNN-SliceNet: A Slice and Cluster Approach for Nuclei Centroid Detection in Three-Dimensional Fluorescence Microscopy ImagesCode0
CRAFT Objects from ImagesCode0
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object SupervisionCode0
Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled TechnologiesCode0
MISFIT-V: Misaligned Image Synthesis and Fusion using Information from Thermal and VisualCode0
The Art of Camouflage: Few-Shot Learning for Animal Detection and SegmentationCode0
Mish: A Self Regularized Non-Monotonic Activation FunctionCode0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
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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