SOTAVerified

Object Detection

Papers

Showing 69517000 of 10957 papers

TitleStatusHype
Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation0
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation0
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection0
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection0
MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator0
SHOP: A Deep Learning Based Pipeline for near Real-Time Detection of Small Handheld Objects Present in Blurry VideoCode0
4Weed Dataset: Annotated Imagery Weeds Dataset0
Improved Counting and Localization from Density Maps for Object Detection in 2D and 3D Microscopy Imaging0
Self-Supervised Image Representation Learning with Geometric Set Consistency0
OSOP: A Multi-Stage One Shot Object Pose Estimation Framework0
Gaze-based Object Detection in the Wild0
A Novel Remote Sensing Approach to Recognize and Monitor Red Palm Weevil in Date Palm Trees0
NOC-REK: Novel Object Captioning with Retrieved Vocabulary from External Knowledge0
Neurosymbolic hybrid approach to driver collision warning0
SPIQ: Data-Free Per-Channel Static Input Quantization0
Semantic Motion Correction Via Iterative Nonlinear Optimization and Animation0
Towards Domain Generalization in Object Detection0
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison0
Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task0
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness0
Transformers Meet Visual Learning Understanding: A Comprehensive Review0
Complex Scene Image Editing by Scene Graph ComprehensionCode0
Weakly-Supervised End-to-End CAD Retrieval to Scan Objects0
Focus-and-Detect: A Small Object Detection Framework for Aerial Images0
Efficient Fully Distributed Federated Learning with Adaptive Local Links0
Scale-Equivalent Distillation for Semi-Supervised Object Detection0
Image Compression and Actionable Intelligence With Deep Neural Networks0
A Real-time Junk Food Recognition System based on Machine Learning0
Detection, Recognition, and Tracking: A Survey0
Gated Domain-Invariant Feature Disentanglement for Domain Generalizable Object Detection0
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics0
EAutoDet: Efficient Architecture Search for Object Detection0
LocATe: End-to-end Localization of Actions in 3D with Transformers0
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection0
End-to-End Human-Gaze-Target Detection with Transformers0
simCrossTrans: A Simple Cross-Modality Transfer Learning for Object Detection with ConvNets or Vision TransformersCode0
Vision Transformer with Convolutions Architecture Search0
Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows0
Incremental Few-Shot Learning via Implanting and Compressing0
DTA: Physical Camouflage Attacks using Differentiable Transformation Network0
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images0
Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation0
Delta Distillation for Efficient Video ProcessingCode0
Semantic-aligned Fusion Transformer for One-shot Object Detection0
Object discovery and representation networksCode0
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation0
UnseenNet: Fast Training Detector for Any Unseen ConceptCode0
A Survey on Infrared Image and Video Sets0
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving0
On Hyperbolic Embeddings in 2D Object Detection0
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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