SOTAVerified

Object Detection

Papers

Showing 1120 of 10957 papers

TitleStatusHype
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
LASFNet: A Lightweight Attention-Guided Self-Modulation Feature Fusion Network for Multimodal Object DetectionCode0
A Comprehensive Dataset for Underground Miner Detection in Diverse Scenario0
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic0
ThermalDiffusion: Visual-to-Thermal Image-to-Image Translation for Autonomous Navigation0
TDiR: Transformer based Diffusion for Image Restoration Tasks0
Lightweight Multi-Frame Integration for Robust YOLO Object Detection in Videos0
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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