SOTAVerified

Object Detection

Papers

Showing 125 of 10957 papers

TitleStatusHype
RS-TinyNet: Stage-wise Feature Fusion Network for Detecting Tiny Objects in Remote Sensing Images0
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains0
Dual LiDAR-Based Traffic Movement Count Estimation at a Signalized Intersection: Deployment, Data Collection, and Preliminary Analysis0
Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection0
Vision-based Perception for Autonomous Vehicles in Obstacle Avoidance Scenarios0
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping1
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge0
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR RepresentationsCode1
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object DetectionCode2
Weakly-supervised Contrastive Learning with Quantity Prompts for Moving Infrared Small Target DetectionCode0
Detection of Rail Line Track and Human Beings Near the Track to Avoid Accidents0
Improve Underwater Object Detection through YOLOv12 Architecture and Physics-informed AugmentationCode1
Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement LearningCode2
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object DetectionCode0
A Comprehensive Dataset for Underground Miner Detection in Diverse Scenario0
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic0
LASFNet: A Lightweight Attention-Guided Self-Modulation Feature Fusion Network for Multimodal Object DetectionCode0
ThermalDiffusion: Visual-to-Thermal Image-to-Image Translation for Autonomous Navigation0
Lightweight Multi-Frame Integration for Robust YOLO Object Detection in Videos0
TDiR: Transformer based Diffusion for Image Restoration Tasks0
From Codicology to Code: A Comparative Study of Transformer and YOLO-based Detectors for Layout Analysis in Historical Documents0
Feature Hallucination for Self-supervised Action Recognition0
A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects0
Unfolding the Past: A Comprehensive Deep Learning Approach to Analyzing Incunabula Pages0
YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual PerceptionCode5
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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