SOTAVerified

Object Detection

Papers

Showing 63266350 of 10957 papers

TitleStatusHype
DPNET: Dual-Path Network for Efficient Object Detectioj with Lightweight Self-Attention0
Image-Based Sorghum Head Counting When You Only Look Once0
Image-Based Fire Detection in Industrial Environments with YOLOv40
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks0
MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception0
MS23D: A 3D Object Detection Method Using Multi-Scale Semantic Feature Points to Construct 3D Feature Layer0
aUToLights: A Robust Multi-Camera Traffic Light Detection and Tracking System0
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models0
Active Adversarial Domain Adaptation0
Image Analytics for Legal Document Review: A Transfer Learning Approach0
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors0
Illuminant and light direction estimation using Wasserstein distance method0
MSF3DDETR: Multi-Sensor Fusion 3D Detection Transformer for Autonomous Driving0
MSFM: Multi-Scale Fusion Module for Object Detection0
Illicit object detection in X-ray images using Vision Transformers0
Illicit item detection in X-ray images for security applications0
¶ILCRO: Making Importance Landscapes Flat Again0
AutoGPT+P: Affordance-based Task Planning with Large Language Models0
Enabling 3D Object Detection with a Low-Resolution LiDAR0
MST: Masked Self-Supervised Transformer for Visual Representation0
Natural Language Person Search Using Deep Reinforcement Learning0
MSVCOD:A Large-Scale Multi-Scene Dataset for Video Camouflage Object Detection0
Neural Auto-Exposure for High-Dynamic Range Object Detection0
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement0
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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