SOTAVerified

Object Detection

Papers

Showing 1050110550 of 10957 papers

TitleStatusHype
Bottom-up Instance Segmentation using Deep Higher-Order CRFs0
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited MemoryCode0
Deep Retinal Image UnderstandingCode0
Vehicle Detection from 3D Lidar Using Fully Convolutional Network0
PVANET: Deep but Lightweight Neural Networks for Real-time Object DetectionCode0
Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection0
3D Object Proposals using Stereo Imagery for Accurate Object Class Detection0
A 4D Light-Field Dataset and CNN Architectures for Material Recognition0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Multi-stage Object Detection with Group Recursive Learning0
Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation0
OnionNet: Sharing Features in Cascaded Deep Classifiers0
Compressive Change Retrieval for Moving Object Detection0
Fusing Deep Convolutional Networks for Large Scale Visual Concept Classification0
UnitBox: An Advanced Object Detection Network0
Challenges in video based object detection in maritime scenario using computer vision0
Leveraging Captions in the Wild to Improve Object Detection0
Combining Lexical and Spatial Knowledge to Predict Spatial Relations between Objects in Images0
A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps0
Salient Object Subitizing0
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object DetectionCode0
Is Faster R-CNN Doing Well for Pedestrian Detection?0
Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional NetworksCode0
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects0
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation0
Hashmod: A Hashing Method for Scalable 3D Object Detection0
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object TrackingCode0
Recycle deep features for better object detection0
Weakly supervised object detection using pseudo-strong labels0
Context Matters: Refining Object Detection in Video with Recurrent Neural Networks0
RGBD Salient Object Detection via Deep Fusion0
Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network0
Fully-Convolutional Siamese Networks for Object TrackingCode1
Detection of concealed cars in complex cargo X-ray imagery using Deep Learning0
High-resolution LIDAR-based Depth Mapping using Bilateral Filter0
ZNNi - Maximizing the Inference Throughput of 3D Convolutional Networks on Multi-Core CPUs and GPUs0
Attend Refine Repeat: Active Box Proposal Generation via In-Out LocalizationCode1
Visual-Inertial-Semantic Scene Representation for 3-D Object Detection0
Face Detection with the Faster R-CNNCode0
Shallow Networks for High-Accuracy Road Object-Detection0
Face Detection with End-to-End Integration of a ConvNet and a 3D ModelCode0
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution0
Learning to Co-Generate Object Proposals With a Deep Structured Network0
Progressively Parsing Interactional Objects for Fine Grained Action Detection0
Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection0
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection0
Learning With Side Information Through Modality Hallucination0
Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer0
Reinforcement Learning for Visual Object Detection0
Real-Time Salient Object Detection With a Minimum Spanning TreeCode0
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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