SOTAVerified

Object Detection

Papers

Showing 99019950 of 10957 papers

TitleStatusHype
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization0
Deep Reinforcement Learning of Region Proposal Networks for Object DetectionCode0
A Bi-Directional Message Passing Model for Salient Object Detection0
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object DetectionCode0
Unsupervised Feature Learning via Non-Parametric Instance DiscriminationCode1
Salient Object Detection Driven by Fixation PredictionCode1
W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection0
Scale-Transferrable Object Detection0
3D Object Detection With Latent Support Surfaces0
Progressive Attention Guided Recurrent Network for Salient Object DetectionCode0
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural NetworksCode0
CubeSLAM: Monocular 3D Object SLAMCode1
Adversarial Attacks on Face Detectors using Neural Net based Constrained Optimization0
Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images0
Getting to Know Low-light Images with The Exclusively Dark DatasetCode1
Learning Instance-Aware Object Detection Using Determinantal Point ProcessesCode0
Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras0
Deep Watershed Detector for Music Object Recognition0
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network0
Cooking State Recognition from Images Using Inception Architecture0
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite ImageryCode1
SNIPER: Efficient Multi-Scale TrainingCode2
A Convolutional Feature Map based Deep Network targeted towards Traffic Detection and Classification0
A scene perception system for visually impaired based on object detection and classification using multi-modal DCNN0
Object Detection in Equirectangular PanoramaCode0
Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras0
Unsupervised Deep Context Prediction for Background Foreground Separation0
Coarse-to-Fine Salient Object Detection with Low-Rank Matrix Recovery0
DEEPEYE: A Compact and Accurate Video Comprehension at Terminal Devices Compressed with Quantization and Tensorization0
Optimizing the F-measure for Threshold-free Salient Object Detection0
MDSSD: Multi-scale Deconvolutional Single Shot Detector for Small ObjectsCode0
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree SearchCode1
Scene Understanding Networks for Autonomous Driving based on Around View Monitoring System0
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection0
Disparity Sliding Window: Object Proposals From Disparity ImagesCode0
Counterexample-Guided Data AugmentationCode0
Object detection at 200 Frames Per Second0
Zero-Shot Object Detection by Hybrid Region EmbeddingCode1
Energy Efficient Hadamard Neural Networks0
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection0
Learning Rich Features for Image Manipulation DetectionCode0
LMNet: Real-time Multiclass Object Detection on CPU using 3D LiDARCode0
Stingray Detection of Aerial Images Using Augmented Training Images Generated by A Conditional Generative Model0
Visual Attribute-augmented Three-dimensional Convolutional Neural Network for Enhanced Human Action Recognition0
Fast Feature Extraction with CNNs with Pooling LayersCode0
Detecting Traffic Lights by Single Shot DetectionCode0
SqueezeJet: High-level Synthesis Accelerator Design for Deep Convolutional Neural Networks0
S4ND: Single-Shot Single-Scale Lung Nodule Detection0
Quantization Mimic: Towards Very Tiny CNN for Object Detection0
Unsupervised Feature Learning via Non-Parametric Instance-level DiscriminationCode1
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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