SOTAVerified

Object Detection

Papers

Showing 26512700 of 10957 papers

TitleStatusHype
Contextual Diversity for Active LearningCode1
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision ApplicationsCode1
E-InMeMo: Enhanced Prompting for Visual In-Context LearningCode1
End-to-End Pseudo-LiDAR for Image-Based 3D Object DetectionCode1
FAQ: Feature Aggregated Queries for Transformer-based Video Object DetectorsCode1
Contextual Convolutional Neural NetworksCode1
MODS -- A USV-oriented object detection and obstacle segmentation benchmarkCode1
Modulate Your Spectrum in Self-Supervised LearningCode1
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object DiscoveryCode1
Contextual Attention for Hand Detection in the WildCode1
Context-Transformer: Tackling Object Confusion for Few-Shot DetectionCode1
MonoDistill: Learning Spatial Features for Monocular 3D Object DetectionCode1
AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object DetectionCode1
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMCode1
Background Learnable Cascade for Zero-Shot Object DetectionCode1
MonoNeRD: NeRF-like Representations for Monocular 3D Object DetectionCode1
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm QuantizerCode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
Deformable Convolutional NetworksCode1
Efficient One-stage Video Object Detection by Exploiting Temporal ConsistencyCode1
Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman FilterCode1
Efficient Few-Shot Object Detection via Knowledge InheritanceCode1
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-TrainingCode1
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object DetectionCode1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
Deformable PV-RCNN: Improving 3D Object Detection with Learned DeformationsCode1
MOTR: End-to-End Multiple-Object Tracking with TransformerCode1
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object DetectionCode1
Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object DetectionCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and CountingCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approachCode1
Efficient and Information-Preserving Future Frame Prediction and BeyondCode1
Effect of Annotation Errors on Drone Detection with YOLOv3Code1
Delving into Localization Errors for Monocular 3D Object DetectionCode1
Delving into Motion-Aware Matching for Monocular 3D Object TrackingCode1
RQFormer: Rotated Query Transformer for End-to-End Oriented Object DetectionCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
Effective Human-AI Teams via Learned Natural Language Rules and OnboardingCode1
EEEA-Net: An Early Exit Evolutionary Neural Architecture SearchCode1
A Multimodal Hybrid Late-Cascade Fusion Network for Enhanced 3D Object DetectionCode1
Demo Abstract: Real-Time Out-of-Distribution Detection on a Mobile RobotCode1
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object DetectionCode1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised DetectionCode1
Efficient Decoder-free Object Detection with TransformersCode1
On the Connection between Local Attention and Dynamic Depth-wise ConvolutionCode1
Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging LabelsCode1
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware AccelerationCode1
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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