SOTAVerified

Object Detection

Papers

Showing 55015550 of 10957 papers

TitleStatusHype
Combining Visual Saliency Methods and Sparse Keypoint Annotations to Providently Detect Vehicles at NightCode0
Single Object Tracking Research: A Survey0
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training0
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum LearningCode1
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection0
Lesion Localization in OCT by Semi-Supervised Object Detection0
RealNet: Combining Optimized Object Detection with Information Fusion Depth Estimation Co-Design Method on IoTCode0
Few-Shot Object Detection with Proposal Balance Refinement0
Spatiality-guided Transformer for 3D Dense Captioning on Point CloudsCode1
Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection0
DFAM-DETR: Deformable feature based attention mechanism DETR on slender object detection0
Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability0
Real-time HOG+SVM based object detection using SoC FPGA for a UHD video stream0
iCAR: Bridging Image Classification and Image-text Alignment for Visual RecognitionCode0
A benchmark dataset for deep learning-based airplane detection: HRPlanesCode1
Weakly Aligned Feature Fusion for Multimodal Object Detection0
Fast AdvPropCode1
Understanding the Domain Gap in LiDAR Object Detection Networks0
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information0
Future Object Detection with Spatiotemporal TransformersCode0
Weighted Bayesian Gaussian Mixture Model for Roadside LiDAR Object Detection0
Sequential Point Clouds: A Survey0
K-LITE: Learning Transferable Visual Models with External KnowledgeCode2
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond0
Residual Mixture of Experts0
Assembly Planning from Observations under Physical Constraints0
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles0
Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity0
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual ModelsCode4
Modeling Missing Annotations for Incremental Learning in Object DetectionCode1
Shape-Aware Monocular 3D Object Detection0
An Energy-Based Prior for Generative SaliencyCode1
An Efficient Domain-Incremental Learning Approach to Drive in All Weather ConditionsCode1
Detect-and-describe: Joint learning framework for detection and description of objectsCode0
Image Data Augmentation for Deep Learning: A Survey0
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Multimodal Token Fusion for Vision TransformersCode1
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives0
A Region-Based Deep Learning Approach to Automated Retail Checkout0
CenterNet++ for Object DetectionCode2
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos0
VSA: Learning Varied-Size Window Attention in Vision TransformersCode2
Cylin-Painting: Seamless 360 Panoramic Image Outpainting and BeyondCode1
A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure0
Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint0
An Extendable, Efficient and Effective Transformer-based Object Detector0
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection0
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting0
Searching Intrinsic Dimensions of Vision Transformers0
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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