SOTAVerified

Object Detection

Papers

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Showing 4301–4350 of 10957 papers

TitleStatusHype
Towards the in-situ Trunk Identification and Length Measurement of Sea Cucumbers via Bézier Curve ModellingCode0
Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and VerificationCode0
SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease DiagnosisCode0
Semantic Enhanced Few-shot Object Detection—0
Advancements in Orthopaedic Arm Segmentation: A Comprehensive Review—0
Strengthening Layer Interaction via Dynamic Layer AttentionCode0
Snowy Scenes,Clear Detections: A Robust Model for Traffic Light Detection in Adverse Weather ConditionsCode0
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object DetectionCode0
ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object DetectionCode0
Competitive Learning for Achieving Content-specific Filters in Video Coding for Machines—0
Certified ML Object Detection for Surveillance Missions—0
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions—0
The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge—0
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty EstimationCode0
A machine learning pipeline for automated insect monitoring—0
Aligning Models with Their Realization through Model-based Systems Engineering—0
DASSF: Dynamic-Attention Scale-Sequence Fusion for Aerial Object Detection—0
Online Anchor-based Training for Image Classification Tasks—0
V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results—0
Overlap Suppression Clustering for Offline Multi-Camera People Tracking—0
Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object DetectionCode0
Enhancing Generalizability of Representation Learning for Data-Efficient 3D Scene Understanding—0
Low-power Ship Detection in Satellite Images Using Neuromorphic Hardware—0
YOLO-FEDER FusionNet: A Novel Deep Learning Architecture for Drone Detection—0
Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object DetectionCode0
Multi-Dimensional Pruning: Joint Channel, Layer and Block Pruning with Latency Constraint—0
Open-Vocabulary X-ray Prohibited Item Detection via Fine-tuning CLIP—0
SparseDet: A Simple and Effective Framework for Fully Sparse LiDAR-based 3D Object Detection—0
SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data—0
Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition—0
MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor PerceptionCode0
Shelf-Supervised Cross-Modal Pre-Training for 3D Object DetectionCode0
YOLOv1 to YOLOv10: A comprehensive review of YOLO variants and their application in the agricultural domain—0
What is the Visual Cognition Gap between Humans and Multimodal LLMs?Code0
Automated GIS-Based Framework for Detecting Crosswalk Changes from Bi-Temporal High-Resolution Aerial Images—0
Computer vision-based model for detecting turning lane features on Florida's public roadways—0
Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024—0
YOLO11 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once (YOLO) Series—0
Transformation-Dependent Adversarial Attacks—0
I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors—0
CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise TransformerCode0
Sense Less, Generate More: Pre-training LiDAR Perception with Masked Autoencoders for Ultra-Efficient 3D SensingCode0
LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection—0
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image FusionCode0
Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection—0
RS-DFM: A Remote Sensing Distributed Foundation Model for Diverse Downstream Tasks—0
Understanding Visual Concepts Across ModelsCode0
Advancing Roadway Sign Detection with YOLO Models and Transfer Learning—0
A Deep Learning Approach to Detect Complete Safety Equipment For Construction Workers Based On YOLOv7—0
Unsupervised Object Detection with Theoretical Guarantees—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