SOTAVerified

Object Detection

Papers

Showing 61016125 of 10957 papers

TitleStatusHype
Improved YOLOv5 Based on Attention Mechanism and FasterNet for Foreign Object Detection on Railway and Airway tracks0
Improved YOLOv12 with LLM-Generated Synthetic Data for Enhanced Apple Detection and Benchmarking Against YOLOv11 and YOLOv100
The Overlooked Classifier in Human-Object Interaction Recognition0
Automated Medical Device Display Reading Using Deep Learning Object Detection0
Distortion-adaptive Salient Object Detection in 360^ Omnidirectional Images0
Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation0
Mitigating Backdoor Attack Via Prerequisite Transformation0
Mitigating Context Bias in Domain Adaptation for Object Detection using Mask Pooling0
Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection0
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops0
Multimedia Datasets for Anomaly Detection: A Review0
Improved Type III solar radio burst detection using congruent deep learning models0
Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection0
MITOS-RCNN: A Novel Approach to Mitotic Figure Detection in Breast Cancer Histopathology Images using Region Based Convolutional Neural Networks0
Active Data Discovery: Mining Unknown Data using Submodular Information Measures0
Automated Level Crossing System: A Computer Vision Based Approach with Raspberry Pi Microcontroller0
Multilevel Knowledge Transfer for Cross-Domain Object Detection0
Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection0
Improved Pillar with Fine-grained Feature for 3D Object Detection0
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection0
Improved Orientation Estimation and Detection with Hybrid Object Detection Networks for Automotive Radar0
3M3D: Multi-view, Multi-path, Multi-representation for 3D Object Detection0
Multilingual Image Corpus: Annotation Protocol0
Improved Multi-Scale Grid Rendering of Point Clouds for Radar Object Detection Networks0
Improved Handling of Motion Blur in Online Object Detection0
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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