SOTAVerified

Object Detection

Papers

Showing 20512100 of 10957 papers

TitleStatusHype
Indian Licence Plate Dataset in the wildCode1
Recognizing Vector Graphics without RasterizationCode1
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration NetworkCode1
Bootstrap Your Object Detector via Mixed TrainingCode1
Absolute distance prediction based on deep learning object detection and monocular depth estimation modelsCode1
Learning Distilled Collaboration Graph for Multi-Agent PerceptionCode1
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign LanguageCode1
AdaPool: Exponential Adaptive Pooling for Information-Retaining DownsamplingCode1
PP-PicoDet: A Better Real-Time Object Detector on Mobile DevicesCode1
Cross-Modality Fusion Transformer for Multispectral Object DetectionCode1
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep LearningCode1
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic SimilarityCode1
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing ImagesCode1
A Survey of Self-Supervised and Few-Shot Object DetectionCode1
A Normalized Gaussian Wasserstein Distance for Tiny Object DetectionCode1
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUsCode1
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box RegressionCode1
Instance-Conditional Knowledge Distillation for Object DetectionCode1
CoVA: Context-aware Visual Attention for Webpage Information ExtractionCode1
NAS-FCOS: Efficient Search for Object Detection ArchitecturesCode1
Circle Representation for Medical Object DetectionCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer AggregationCode1
Sequential Voting with Relational Box Fields for Active Object DetectionCode1
Improving Model Generalization by Agreement of Learned Representations from Data AugmentationCode1
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection DatasetCode1
The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial DomainsCode1
Non-deep NetworksCode1
Object DGCNN: 3D Object Detection using Dynamic GraphsCode1
DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D QueriesCode1
Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDARCode1
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation LearningCode1
Long-tailed Distribution AdaptationCode1
FOD-A: A Dataset for Foreign Object Debris in AirportsCode1
Decoupled Adaptation for Cross-Domain Object DetectionCode1
Weak Novel Categories without Tears: A Survey on Weak-Shot LearningCode1
Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event DetectionCode1
Transformer Assisted Convolutional Network for Cell Instance SegmentationCode1
Anchor-free Oriented Proposal Generator for Object DetectionCode1
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object DetectionCode1
DARDet: A Dense Anchor-free Rotated Object Detector in Aerial ImagesCode1
Moving Object Detection for Event-based vision using Graph Spectral ClusteringCode1
Towards Rotation Invariance in Object DetectionCode1
Deep Structured Instance Graph for Distilling Object DetectorsCode1
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object DetectionCode1
Zero-shot Object Detection Through Vision-Language Embedding AlignmentCode1
LGD: Label-guided Self-distillation for Object DetectionCode1
Pix2seq: A Language Modeling Framework for Object DetectionCode1
MVM3Det: A Novel Method for Multi-view Monocular 3D DetectionCode1
Towards a Real-Time Facial Analysis SystemCode1
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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