SOTAVerified

Object Detection

Papers

Showing 31263150 of 10957 papers

TitleStatusHype
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation0
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling0
Non-planar Object Detection and Identification by Features Matching and Triangulation Growth0
Enhancing Transformers Through Conditioned Embedded Tokens0
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection0
EarthSynth: Generating Informative Earth Observation with Diffusion Models0
Experimental Study on Automatically Assembling Custom Catering Packages With a 3-DOF Delta Robot Using Deep Learning Methods0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study0
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object DetectionCode0
A High-Performance Thermal Infrared Object Detection Framework with Centralized Regulation0
Application of YOLOv8 in monocular downward multiple Car Target detection0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data0
Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models0
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object DetectionCode0
MoRAL: Motion-aware Multi-Frame 4D Radar and LiDAR Fusion for Robust 3D Object Detection0
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance0
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne PerspectiveCode0
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix0
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores0
MoKD: Multi-Task Optimization for Knowledge Distillation0
Language-Driven Dual Style Mixing for Single-Domain Generalized Object DetectionCode0
DepthFusion: Depth-Aware Hybrid Feature Fusion for LiDAR-Camera 3D Object Detection0
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras0
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving0
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection0
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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