SOTAVerified

Object Detection

Papers

Showing 23012325 of 10957 papers

TitleStatusHype
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception TasksCode1
UncertaintyTrack: Exploiting Detection and Localization Uncertainty in Multi-Object TrackingCode1
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image SegmentationCode0
SDGE: Stereo Guided Depth Estimation for 360^ Camera Sets0
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI PoolingCode1
LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object DetectionCode1
A Multispectral Automated Transfer Technique (MATT) for machine-driven image labeling utilizing the Segment Anything Model (SAM)0
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object DetectionCode2
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph CreationCode1
ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual ConnectionsCode1
Modular Graph Extraction for Handwritten Circuit Diagram Images0
STF: Spatio-Temporal Fusion Module for Improving Video Object DetectionCode0
CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost MicroscopesCode0
AutoGPT+P: Affordance-based Task Planning with Large Language Models0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
A Comprehensive Review on Computer Vision Analysis of Aerial Data0
Few-Shot Object Detection with Sparse Context Transformers0
TDViT: Temporal Dilated Video Transformer for Dense Video TasksCode1
Switch EMA: A Free Lunch for Better Flatness and SharpnessCode1
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionCode2
Efficient One-stage Video Object Detection by Exploiting Temporal ConsistencyCode1
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss0
Object Detection in Thermal Images Using Deep Learning for Unmanned Aerial Vehicles0
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object 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