SOTAVerified

Object Detection

Papers

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Showing 1601–1650 of 10957 papers

TitleStatusHype
ADFQ-ViT: Activation-Distribution-Friendly Post-Training Quantization for Vision Transformers—0
Visual Grounding with Attention-Driven Constraint Balancing—0
YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision—0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal—0
SegVG: Transferring Object Bounding Box to Segmentation for Visual GroundingCode2
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object DetectionCode1
Robust ADAS: Enhancing Robustness of Machine Learning-based Advanced Driver Assistance Systems for Adverse Weather—0
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning—0
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object DetectionCode0
DM3D: Distortion-Minimized Weight Pruning for Lossless 3D Object Detection—0
Similarity Distance-Based Label Assignment for Tiny Object DetectionCode1
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
Comprehensive Performance Evaluation of YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments—0
GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection—0
Scarecrow monitoring system:employing mobilenet ssd for enhanced animal supervision—0
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object DetectionCode2
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection—0
Formal Verification of Deep Neural Networks for Object Detection—0
Eliminating Position Bias of Language Models: A Mechanistic ApproachCode1
DroBoost: An Intelligent Score and Model Boosting Method for Drone Detection—0
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review—0
RepAct: The Re-parameterizable Adaptive Activation FunctionCode0
Basketball-SORT: An Association Method for Complex Multi-object Occlusion Problems in Basketball Multi-object Tracking—0
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones—0
Instance Temperature Knowledge DistillationCode0
BOrg: A Brain Organoid-Based Mitosis Dataset for Automatic Analysis of Brain DiseasesCode0
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation—0
Weighted Circle Fusion: Ensembling Circle Representation from Different Object Detection ResultsCode0
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object DetectionCode0
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO—0
BiCo-Fusion: Bidirectional Complementary LiDAR-Camera Fusion for Semantic- and Spatial-Aware 3D Object Detection—0
Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data—0
STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning—0
A Universal Railway Obstacle Detection System based on Semi-supervised Segmentation And Optical Flow—0
CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection—0
Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision BoundaryCode0
The Surprising Effectiveness of Multimodal Large Language Models for Video Moment RetrievalCode2
SpY: A Context-Based Approach to Spacecraft Component Detection—0
Optimization of Autonomous Driving Image Detection Based on RFAConv and Triplet Attention—0
MDHA: Multi-Scale Deformable Transformer with Hybrid Anchors for Multi-View 3D Object DetectionCode0
Towards Open-set Camera 3D Object Detection—0
ET tu, CLIP? Addressing Common Object Errors for Unseen Environments—0
Embedded event based object detection with spiking neural network—0
Bosch Street Dataset: A Multi-Modal Dataset with Imaging Radar for Automated Driving—0
LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect DetectionCode1
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments—0
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain—0
Smart Feature is What You NeedCode0
MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception—0
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object DetectionCode1
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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