SOTAVerified

Object Detection

Papers

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Showing 5451–5475 of 10957 papers

TitleStatusHype
FireFly A Synthetic Dataset for Ember Detection in WildfireCode0
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities—0
ETran: Energy-Based Transferability EstimationCode0
Erasure-based Interaction Network for RGBT Video Object Detection and A Unified Benchmark—0
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery DetectionCode0
FROD: Robust Object Detection for Free—0
MDT3D: Multi-Dataset Training for LiDAR 3D Object Detection GeneralizationCode0
Detection and Segmentation of Cosmic Objects Based on Adaptive Thresholding and Back Propagation Neural Network—0
Interpretable End-to-End Driving Model for Implicit Scene Understanding—0
Implicit Occupancy Flow Fields for Perception and Prediction in Self-Driving—0
Revisiting DETR Pre-training for Object Detection—0
Follow the Soldiers with Optimized Single-Shot Multibox Detection and Reinforcement Learning—0
Diffusion Model for Camouflaged Object DetectionCode0
MonoNext: A 3D Monocular Object Detection with ConvNext—0
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation—0
Detecting Out-of-distribution Objects Using Neuron Activation PatternsCode0
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection—0
High-Performance Fine Defect Detection in Artificial Leather Using Dual Feature Pool Object Detection—0
Implementing Edge Based Object Detection For Microplastic Debris—0
Uncertainty-Encoded Multi-Modal Fusion for Robust Object Detection in Autonomous Driving—0
Enhancing Object Detection in Ancient Documents with Synthetic Data Generation and Transformer-Based Models—0
Surface Defects Detection of Transparent Plastic Bottles Based on Improved Yolov5—0
Multi-growth stage plant recognition: a case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum)—0
Aligned Unsupervised Pretraining of Object Detectors with Self-training—0
Robust Visual Sim-to-Real Transfer for Robotic Manipulation—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified