SOTAVerified

Object Detection

Papers

Showing 1015110175 of 10957 papers

TitleStatusHype
AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platformCode0
ALET (Automated Labeling of Equipment and Tools): A Dataset, a Baseline and a Usecase for Tool Detection in the WildCode0
Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point CloudsCode0
ALFA: Agglomerative Late Fusion Algorithm for Object DetectionCode0
Fooling Object Detectors: Adversarial Attacks by Half-Neighbor MasksCode0
Model-agnostic explainable artificial intelligence for object detection in image dataCode0
NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID DataCode0
Improving Robustness Without Sacrificing Accuracy with Patch Gaussian AugmentationCode0
Class Disjointness Constraints as Specific Objective Functions in Neural Network ClassifiersCode0
HQOD: Harmonious Quantization for Object DetectionCode0
Domain Generalization of 3D Object Detection by Density-ResamplingCode0
Domain Generalized Object Detection for Remote Sensing ImagesCode0
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture SearchCode0
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data?Code0
Modeling Camera Effects to Improve Visual Learning from Synthetic DataCode0
Domain Randomization for Object Detection in Manufacturing Applications using Synthetic Data: A Comprehensive StudyCode0
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep LearningCode0
COVID-19 personal protective equipment detection using real-time deep learning methodsCode0
Domain-Specific Lexical Grounding in Noisy Visual-Textual DocumentsCode0
CaT: Weakly Supervised Object Detection with Category TransferCode0
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with TransformersCode0
Improving the performance of object detection by preserving label distributionCode0
Improving the Performance of Object Detection by Preserving Balanced Class DistributionCode0
AutArch: An AI-assisted workflow for object detection and automated recording in archaeological cataloguesCode0
LiDAttack: Robust Black-box Attack on LiDAR-based 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