SOTAVerified

Object Detection

Papers

Showing 1005110075 of 10957 papers

TitleStatusHype
Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection0
ClickBAIT-v2: Training an Object Detector in Real-Time0
A Fast Face Detection Method via Convolutional Neural Network0
A multilayer backpropagation saliency detection algorithm and its applications0
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking0
Speeding-up Object Detection Training for Robotics with FALKON0
Hardware based Spatio-Temporal Neural Processing Backend for Imaging Sensors: Towards a Smart Camera0
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object DetectionCode0
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction0
Iterative Low-Rank Approximation for CNN Compression0
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN0
Group NormalizationCode0
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection0
Modeling Camera Effects to Improve Visual Learning from Synthetic DataCode0
Dynamic Filtering with Large Sampling Field for ConvNets0
Learning Region Features for Object Detection0
Zero-Shot DetectionCode0
Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset0
Weakly Supervised Salient Object Detection Using Image Labels0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection0
Real-time Detection, Tracking, and Classification of Moving and Stationary Objects using Multiple Fisheye Images0
Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel ConceptsCode0
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground0
TBD: Benchmarking and Analyzing Deep Neural Network Training0
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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