SOTAVerified

Object Detection

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 10957 papers

TitleStatusHype
MAFE R-CNN: Selecting More Samples to Learn Category-aware Features for Small Object Detection—0
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection—0
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPCode0
AdvReal: Adversarial Patch Generation Framework with Application to Adversarial Safety Evaluation of Object Detection SystemsCode1
RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation—0
Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network—0
Multispectral Detection Transformer with Infrared-Centric Sensor FusionCode0
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision TasksCode0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis—0
Decoupling Classifier for Boosting Few-shot Object Detection and Instance SegmentationCode1
Scaling Vision Mamba Across Resolutions via Fractal Traversal—0
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling—0
Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving—0
Non-planar Object Detection and Identification by Features Matching and Triangulation Growth—0
Rethinking Features-Fused-Pyramid-Neck for Object DetectionCode2
Enhancing Transformers Through Conditioned Embedded Tokens—0
Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object DetectionCode2
AGI-Elo: How Far Are We From Mastering A Task?Code1
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection—0
EarthSynth: Generating Informative Earth Observation with Diffusion Models—0
Experimental Study on Automatically Assembling Custom Catering Packages With a 3-DOF Delta Robot Using Deep Learning Methods—0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study—0
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object DetectionCode0
M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for Optical-SAR Fusion Object DetectionCode1
A High-Performance Thermal Infrared Object Detection Framework with Centralized Regulation—0
Application of YOLOv8 in monocular downward multiple Car Target detection—0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data—0
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story GenerationCode1
Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models—0
MoRAL: Motion-aware Multi-Frame 4D Radar and LiDAR Fusion for Robust 3D Object Detection—0
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object DetectionCode0
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance—0
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores—0
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne PerspectiveCode0
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix—0
MoKD: Multi-Task Optimization for Knowledge Distillation—0
DepthFusion: Depth-Aware Hybrid Feature Fusion for LiDAR-Camera 3D Object Detection—0
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras—0
Language-Driven Dual Style Mixing for Single-Domain Generalized Object DetectionCode0
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving—0
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection—0
M3CAD: Towards Generic Cooperative Autonomous Driving BenchmarkCode1
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search—0
METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship DetectionCode0
Camera-Only Bird's Eye View Perception: A Neural Approach to LiDAR-Free Environmental Mapping for Autonomous Vehicles—0
Dome-DETR: DETR with Density-Oriented Feature-Query Manipulation for Efficient Tiny Object Detection—0
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection TransformerCode1
Show:102550
← PrevPage 3 of 220Next →
All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified