SOTAVerified

Object Detection

Papers

Showing 33263350 of 10957 papers

TitleStatusHype
Enhancing Object Detection in Ancient Documents with Synthetic Data Generation and Transformer-Based Models0
Multi-growth stage plant recognition: a case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum)0
Aligned Unsupervised Pretraining of Object Detectors with Self-training0
Robust Visual Sim-to-Real Transfer for Robotic Manipulation0
Generalized Open-World Semi-Supervised Object Detection0
Practical Implementation of RIS-Aided Spectrum Sensing: A Deep Learning-Based Solution0
EnSolver: Uncertainty-Aware Ensemble CAPTCHA Solvers with Theoretical GuaranteesCode0
NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object DetectionCode2
Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer visionCode0
Causal reasoning in typical computer vision tasks0
Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy0
Heterogeneous Embodied Multi-Agent Collaboration0
YOLOBench: Benchmarking Efficient Object Detectors on Embedded SystemsCode0
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative PerceptionCode1
A real-time material breakage detection for offshore wind turbines based on improved neural network algorithm0
Training-based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection0
Personal Protective Equipment Detection in Extreme Construction Conditions0
RecursiveDet: End-to-End Region-based Recursive Object DetectionCode1
HeightFormer: Explicit Height Modeling without Extra Data for Camera-only 3D Object Detection in Bird's Eye View0
Unmasking Anomalies in Road-Scene SegmentationCode1
Cos R-CNN for Online Few-shot Object Detection0
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
COCO-O: A Benchmark for Object Detectors under Natural Distribution ShiftsCode2
DFA3D: 3D Deformable Attention For 2D-to-3D Feature LiftingCode0
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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