SOTAVerified

Object Detection

Papers

Showing 69016950 of 10957 papers

TitleStatusHype
Hallucination In Object Detection -- A Study In Visual Part VerificationCode0
AI Driven Road Maintenance Inspection0
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images0
Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of AttentionCode0
SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation0
Transferable Adversarial Examples for Anchor Free Object Detection0
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning0
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence0
GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian MixtureCode1
Long Term Object Detection and Tracking in Collaborative Learning Environments0
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery0
Multiscale Domain Adaptive YOLO for Cross-Domain Object DetectionCode1
ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object DetectionCode0
DeepCompress: Efficient Point Cloud Geometry CompressionCode0
Container: Context Aggregation NetworkCode1
nnDetection: A Self-configuring Method for Medical Object DetectionCode1
Towards Light-weight and Real-time Line Segment DetectionCode1
Dense Nested Attention Network for Infrared Small Target DetectionCode1
You Only Look at One Sequence: Rethinking Transformer in Vision through Object DetectionCode1
Rethinking Pseudo Labels for Semi-Supervised Object Detection0
Dual-stream Network for Visual Recognition0
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger TokensCode1
Training Domain-invariant Object Detector Faster with Feature Replay and Slow LearnerCode0
Scorpion detection and classification systems based on computer vision and deep learning for health security purposes0
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural NetworkCode1
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine StructuresCode0
Less is More: Pay Less Attention in Vision TransformersCode1
BAAI-VANJEE Roadside Dataset: Towards the Connected Automated Vehicle Highway technologies in Challenging Environments of China0
A Joint Intensity-Neuromorphic Event Imaging System for Resource Constrained Devices0
Recursive Contour Saliency Blending Network for Accurate Salient Object DetectionCode1
Demotivate adversarial defense in remote sensing0
Augmenting Anchors by the Detector ItselfCode0
Geometric Deep Learning and Equivariant Neural Networks0
Avancee-1 Mission and SaDoD Method: LiDAR-based stimulated atomic disintegration of space debris (SaDoD) using Optical Neural Networks0
Unsupervised Domain Adaptation of Object Detectors: A Survey0
Dynamic Network selection for the Object Detection task: why it matters and what we (didn't) achieve0
A Dataset for Provident Vehicle Detection at NightCode1
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation0
YOLO5Face: Why Reinventing a Face DetectorCode2
Quantization and Deployment of Deep Neural Networks on MicrocontrollersCode0
PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery0
Multi-Modal Semantic Inconsistency Detection in Social Media News Posts0
Recent Standard Development Activities on Video Coding for Machines0
Issues in Object Detection in Videos using Common Single-Image CNNs0
Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey0
Context-aware Cross-level Fusion Network for Camouflaged Object DetectionCode1
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents0
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingCode1
SHD360: A Benchmark Dataset for Salient Human Detection in 360° VideosCode0
FedScale: Benchmarking Model and System Performance of Federated Learning at ScaleCode1
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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