SOTAVerified

Object Detection

Papers

Showing 92019250 of 10957 papers

TitleStatusHype
Data Extraction from Charts via Single Deep Neural Network0
Contextual Relabelling of Detected Objects0
Improving Robustness Without Sacrificing Accuracy with Patch Gaussian AugmentationCode0
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks0
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in VideoCode0
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks0
Multi-way Encoding for Robustness0
Farm land weed detection with region-based deep convolutional neural networks0
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging0
Do Image Classifiers Generalize Across Time?Code0
Relational Reasoning using Prior Knowledge for Visual Captioning0
Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures0
Triangulation Learning Network: from Monocular to Stereo 3D Object DetectionCode0
Style Transfer With Adaptation to the Central Objects of the Scene0
An Adaptive Training-less System for Anomaly Detection in Crowd Scenes0
Panoptic Edge Detection0
Data Augmentation for Object Detection via Progressive and Selective Instance-SwitchingCode0
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving0
Object Detection With Location-Aware Deformable Convolution and Backward Attention Filtering0
Attentive Feedback Network for Boundary-Aware Salient Object DetectionCode0
Fully Quantized Network for Object Detection0
BASNet: Boundary-Aware Salient Object DetectionCode1
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection0
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation0
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object DetectionCode0
Adapting Object Detectors via Selective Cross-Domain AlignmentCode0
CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection0
Learning RoI Transformer for Oriented Object Detection in Aerial ImagesCode1
Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations0
High-Level Semantic Feature Detection: A New Perspective for Pedestrian DetectionCode0
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object DetectionCode0
Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object DetectionCode0
IP102: A Large-Scale Benchmark Dataset for Insect Pest RecognitionCode0
Spatial-Aware Graph Relation Network for Large-Scale Object Detection0
You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection0
Salient Object Detection With Pyramid Attention and Salient Edges0
Shifting More Attention to Video Salient Object DetectionCode0
OK-VQA: A Visual Question Answering Benchmark Requiring External KnowledgeCode1
Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions0
Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +10
How Do Drivers Allocate Their Potential Attention? Driving Fixation Prediction via Convolutional Neural NetworksCode0
Efficient Object Detection Model for Real-Time UAV Applications0
All-In-One Underwater Image Enhancement using Domain-Adversarial LearningCode0
CS-R-FCN: Cross-supervised Learning for Large-Scale Object Detection0
Prostate Cancer Detection using Deep Convolutional Neural Networks0
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial ImagesCode1
Toward Runtime-Throttleable Neural Networks0
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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