SOTAVerified

Object Detection

Papers

Showing 926950 of 10957 papers

TitleStatusHype
Multimodal Object Detection using Depth and Image Data for Manufacturing Parts0
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation0
Methodology for a Statistical Analysis of Influencing Factors on 3D Object Detection Performance0
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning0
Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Depthwise Separable Convolutions with Deep Residual Convolutions0
Track Any Peppers: Weakly Supervised Sweet Pepper Tracking Using VLMs0
United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
Multi-scale Frequency Enhancement Network for Blind Image Deblurring0
LFSamba: Marry SAM with Mamba for Light Field Salient Object DetectionCode0
Fast and Efficient Transformer-based Method for Bird's Eye View Instance PredictionCode1
FuzzRisk: Online Collision Risk Estimation for Autonomous Vehicles based on Depth-Aware Object Detection via Fuzzy Inference0
AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems0
LSSInst: Improving Geometric Modeling in LSS-Based BEV Perception with Instance RepresentationCode1
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing0
An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal ModelsCode1
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving0
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent0
Open-set object detection: towards unified problem formulation and benchmarking0
SimpleBEV: Improved LiDAR-Camera Fusion Architecture for 3D Object Detection0
Exploring the Feasibility of Affordable Sonar Technology: Object Detection in Underwater Environments Using the Ping 360Code0
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion0
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution DataCode0
Pose2Trajectory: Using Transformers on Body Pose to Predict Tennis Player's Trajectory0
UEVAVD: A Dataset for Developing UAV's Eye View Active Object DetectionCode0
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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