SOTAVerified

Object Detection

Papers

Showing 561570 of 10957 papers

TitleStatusHype
SMamba: Sparse Mamba for Event-based Object DetectionCode1
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual DomainsCode0
SVGS-DSGAT: An IoT-Enabled Innovation in Underwater Robotic Object Detection Technology0
Co-Paced Learning Strategy Based on Confidence for Flying Bird Object Detection Model Training0
Benchmarking Image Perturbations for Testing Automated Driving Assistance SystemsCode0
Enhancing SAR Object Detection with Self-Supervised Pre-training on Masked Auto-Encoders0
Green Video Camouflaged Object Detection0
LiFT: Lightweight, FPGA-tailored 3D object detection based on LiDAR dataCode0
When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysisCode1
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual TasksCode2
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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