SOTAVerified

Object Detection

Papers

Showing 30763100 of 10957 papers

TitleStatusHype
SpatialLM: Training Large Language Models for Structured Indoor Modeling0
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding0
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing0
Token Transforming: A Unified and Training-Free Token Compression Framework for Vision Transformer Acceleration0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection0
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training0
Gen-n-Val: Agentic Image Data Generation and Validation0
FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection0
AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving0
Probabilistic Online Event Downsampling0
Structured Pruning and Quantization for Learned Image CompressionCode0
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection0
A Compendium of Autonomous Navigation using Object Detection and Tracking in Unmanned Aerial Vehicles0
Deformable Attention Mechanisms Applied to Object Detection, case of Remote Sensing0
Leadership Assessment in Pediatric Intensive Care Unit Team Training0
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection0
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images0
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You NeedCode0
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver-Assistance Systems0
FMG-Det: Foundation Model Guided Robust Object Detection0
Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping0
Conformal Object Detection by Sequential Risk Control0
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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