SOTAVerified

Object Detection

Papers

Showing 14011425 of 10957 papers

TitleStatusHype
FADE: A Dataset for Detecting Falling Objects around Buildings in VideoCode1
Dilated Convolution with Learnable Spacings0
Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets0
A Recurrent YOLOv8-based framework for Event-Based Object Detection0
DeepInteraction++: Multi-Modality Interaction for Autonomous DrivingCode3
RadarPillars: Efficient Object Detection from 4D Radar Point Clouds0
Hyper-YOLO: When Visual Object Detection Meets Hypergraph ComputationCode3
UAV-Enhanced Combination to Application: Comprehensive Analysis and Benchmarking of a Human Detection Dataset for Disaster ScenariosCode1
SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic ScenesCode1
Data-Driven Pixel Control: Challenges and Prospects0
Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework0
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and MoreCode5
Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object DetectionCode2
Query3D: LLM-Powered Open-Vocabulary Scene Segmentation with Language Embedded 3D GaussianCode1
Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks0
L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object DetectionCode2
Vision-Language Guidance for LiDAR-based Unsupervised 3D Object DetectionCode1
PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI EstimationCode0
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile ApplicationsCode2
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion ModelCode0
GUI Element Detection Using SOTA YOLO Deep Learning ModelsCode1
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods0
AI Foundation Models in Remote Sensing: A Survey0
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection0
HQOD: Harmonious Quantization for Object DetectionCode0
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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