SOTAVerified

Object Detection

Papers

Showing 98769900 of 10957 papers

TitleStatusHype
Traits & Transferability of Adversarial Examples against Instance Segmentation & Object Detection0
Online Illumination Invariant Moving Object Detection by Generative Neural Network0
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation0
Using Deep Learning to Identify Utility Poles with Crossarms and Estimate Their Locations from Google Street View Images0
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted UsagesCode0
Semi-convolutional Operators for Instance Segmentation0
Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images0
Reverse Attention for Salient Object DetectionCode0
Toward Scale-Invariance and Position-Sensitive Region Proposal Networks0
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation0
Visual Mesh: Real-time Object Detection Using Constant Sample DensityCode0
Physical Adversarial Examples for Object Detectors0
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization0
Deep Adaptive Proposal Network for Object Detection in Optical Remote Sensing Images0
Modeling Visual Context is Key to Augmenting Object Detection DatasetsCode0
Robust Deep Multi-modal Learning Based on Gated Information Fusion Network0
CBAM: Convolutional Block Attention ModuleCode0
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point CloudCode0
Assessing fish abundance from underwater video using deep neural networks0
Applying Domain Randomization to Synthetic Data for Object Category DetectionCode0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation0
Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps0
Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors0
Object Detection with Deep Learning: A Review0
Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes0
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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