SOTAVerified

Object Detection

Papers

Showing 1082610850 of 10957 papers

TitleStatusHype
DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection0
The Evolution of First Person Vision Methods: A Survey0
Visual Speech Recognition0
Hierarchical Adaptive Structural SVM for Domain Adaptation0
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers0
Object Detection Through Exploration With A Foveated Visual FieldCode0
Learning Rich Features from RGB-D Images for Object Detection and SegmentationCode0
LSDA: Large Scale Detection Through AdaptationCode0
Part-based R-CNNs for Fine-grained Category Detection0
ARTOS -- Adaptive Real-Time Object Detection System0
Simultaneous Detection and Segmentation0
Template Matching based Object Detection Using HOG Feature Pyramid0
How good are detection proposals, really?Code0
Weakly-supervised Discovery of Visual Pattern Configurations0
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual RecognitionCode0
Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding0
Local Decorrelation For Improved Detection0
How to Evaluate Foreground Maps?0
Histograms of Pattern Sets for Image Classification and Object Recognition0
A Novel Chamfer Template Matching Method Using Variational Mean Field0
Generating Object Segmentation Proposals using Global and Local Search0
Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving0
Confidence-Rated Multiple Instance Boosting for Object Detection0
Optimizing Average Precision using Weakly Supervised Data0
Accurate Object Detection with Joint Classification-Regression Random Forests0
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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