SOTAVerified

Object Detection

Papers

Showing 63016350 of 10957 papers

TitleStatusHype
Image Denoising via CNNs: An Adversarial Approach0
Image Data Augmentation for Deep Learning: A Survey0
A Light-Weight Object Detection Framework with FPA Module for Optical Remote Sensing Imagery0
NASGEM: Neural Architecture Search via Graph Embedding Method0
Image Conditioned Keyframe-Based Video Summarization Using Object Detection0
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors0
Image compositing is all you need for data augmentation0
Image coding for machines: an end-to-end learned approach0
Image change detection with only a few samples0
DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection0
Automated Assessment of Multimodal Answer Sheets in the STEM domain0
Image Captioning with Visual Object Representations Grounded in the Textual Modality0
Image Captioning with Unseen Objects0
Image Captioning with Object Detection and Localization0
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs0
Moving Object Detection in Time-Lapse or Motion Trigger Image Sequences Using Low-Rank and Invariant Sparse Decomposition0
Moving Object Detection in Video Using Saliency Map and Subspace Learning0
Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition0
Automated Aerial Animal Detection When Spatial Resolution Conditions Are Varied0
Active and Incremental Learning with Weak Supervision0
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression0
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets0
Natural Adversarial Objects0
Image BERT Pre-training with Online Tokenizer0
MQADet: A Plug-and-Play Paradigm for Enhancing Open-Vocabulary Object Detection via Multimodal Question Answering0
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