SOTAVerified

Object Detection

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3201–3250 of 10957 papers

TitleStatusHype
Context-Awareness and Interpretability of Rare Occurrences for Discovery and Formalization of Critical Failure Modes—0
RoPETR: Improving Temporal Camera-Only 3D Detection by Integrating Enhanced Rotary Position Embedding—0
Weak Cube R-CNN: Weakly Supervised 3D Detection using only 2D Bounding Boxes—0
VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture—0
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving—0
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling—0
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity—0
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions—0
pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild—0
Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection—0
RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning—0
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline—0
Weather-Aware Object Detection Transformer for Domain Adaptation—0
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection—0
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors—0
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task—0
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D*—0
Detecting streaks in smart telescopes images with Deep Learning—0
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images—0
ATLASv2: LLM-Guided Adaptive Landmark Acquisition and Navigation on the Edge—0
S^2Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection—0
DiffMOD: Progressive Diffusion Point Denoising for Moving Object Detection in Remote Sensing—0
Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection—0
RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object DetectionCode0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving—0
Multi-Task Learning with Multi-Annotation Triplet Loss for Improved Object DetectionCode0
WS-DETR: Robust Water Surface Object Detection through Vision-Radar Fusion with Detection Transformer—0
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions—0
MultiCore+TPU Accelerated Multi-Modal TinyML for Livestock Behaviour Recognition—0
Adaptive Detection of Fast Moving Celestial Objects Using a Mixture of Experts and Physical-Inspired Neural Network—0
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement—0
Few-Shot Adaptation of Grounding DINO for Agricultural Domain—0
Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks—0
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario—0
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection—0
From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction—0
Inverse++: Vision-Centric 3D Semantic Occupancy Prediction Assisted with 3D Object DetectionCode0
Digital Gene: Learning about the Physical World through Analytic Concepts—0
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection—0
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications—0
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature LearningCode0
Finding the Reflection Point: Unpadding Images to Remove Data Augmentation Artifacts in Large Open Source Image Datasets for Machine Learning—0
PF3Det: A Prompted Foundation Feature Assisted Visual LiDAR 3D Detector—0
ZFusion: An Effective Fuser of Camera and 4D Radar for 3D Object Perception in Autonomous Driving—0
Real-Time Roadway Obstacle Detection for Electric Scooters Using Deep Learning and Multi-Sensor FusionCode0
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW—0
LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection—0
LiDAR-based Object Detection with Real-time Voice SpecificationsCode0
CornerPoint3D: Look at the Nearest Corner Instead of the Center—0
Enhancing Traffic Sign Recognition On The Performance Based On Yolov8—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified