SOTAVerified

Object Detection

Papers

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Showing 2001–2050 of 10957 papers

TitleStatusHype
Enhanced Cooperative Perception for Autonomous Vehicles Using Imperfect Communication—0
Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data—0
Accurate Tennis Court Line Detection on Amateur Recorded Matches—0
Scaling Multi-Camera 3D Object Detection through Weak-to-Strong ElicitingCode2
Identification of Fine-grained Systematic Errors via Controlled Scene Generation—0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation—0
Label-Efficient 3D Object Detection For Road-Side Units—0
Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector—0
YOLC: You Only Look Clusters for Tiny Object Detection in Aerial ImagesCode2
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications—0
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic GraspingCode2
Better Monocular 3D Detectors with LiDAR from the PastCode1
MOSE: Boosting Vision-based Roadside 3D Object Detection with Scene Cues—0
Retrieval-Augmented Open-Vocabulary Object DetectionCode1
3D-COCO: extension of MS-COCO dataset for image detection and 3D reconstruction modules—0
Detecting Every Object from EventsCode1
Hyperbolic Learning with Synthetic Captions for Open-World Detection—0
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object DetectionCode1
Few-Shot Object Detection: Research Advances and Challenges—0
AirShot: Efficient Few-Shot Detection for Autonomous ExplorationCode0
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement—0
DifFUSER: Diffusion Model for Robust Multi-Sensor Fusion in 3D Object Detection and BEV Segmentation—0
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
SCAResNet: A ResNet Variant Optimized for Tiny Object Detection in Transmission and Distribution TowersCode1
Context-Aware Aerial Object Detection: Leveraging Inter-Object and Background Relationships—0
DQ-DETR: DETR with Dynamic Query for Tiny Object DetectionCode2
Is CLIP the main roadblock for fine-grained open-world perception?Code2
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data—0
MonoCD: Monocular 3D Object Detection with Complementary DepthsCode2
TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate ExpressionCode1
DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object DetectionCode2
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view CamerasCode2
FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite ImageryCode1
Task Integration Distillation for Object Detectors—0
Disentangled Pre-training for Human-Object Interaction DetectionCode1
LR-FPN: Enhancing Remote Sensing Object Detection with Location Refined Feature Pyramid Network—0
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual LossCode2
Learning Temporal Cues by Predicting Objects Move for Multi-camera 3D Object Detection—0
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection—0
Scene Adaptive Sparse Transformer for Event-based Object DetectionCode2
Semi-Supervised Domain Adaptation for Wildfire DetectionCode0
Learning to Control Camera Exposure via Reinforcement Learning—0
Automatic Wood Pith Detector: Local Orientation Estimation and Robust AccumulationCode1
EGTR: Extracting Graph from Transformer for Scene Graph GenerationCode2
Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object DetectionCode1
Towards Enhanced Analysis of Lung Cancer Lesions in EBUS-TBNA -- A Semi-Supervised Video Object Detection Method—0
OASL: Orientation-aware adaptive sampling learning for arbitrary oriented object detectionCode0
Open-Vocabulary Object Detectors: Robustness Challenges under Distribution Shifts—0
YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count—0
Detect2Interact: Localizing Object Key Field in Visual Question Answering (VQA) with LLMs—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