SOTAVerified

Object Detection

Papers

Showing 20512075 of 10957 papers

TitleStatusHype
Masked Autoencoders Are Scalable Vision LearnersCode1
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration NetworkCode1
Recognizing Vector Graphics without RasterizationCode1
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
PP-PicoDet: A Better Real-Time Object Detector on Mobile DevicesCode1
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign LanguageCode1
AdaPool: Exponential Adaptive Pooling for Information-Retaining DownsamplingCode1
Cross-Modality Fusion Transformer for Multispectral Object DetectionCode1
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep LearningCode1
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing ImagesCode1
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic SimilarityCode1
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
NAS-FCOS: Efficient Search for Object Detection ArchitecturesCode1
CoVA: Context-aware Visual Attention for Webpage Information ExtractionCode1
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer AggregationCode1
Circle Representation for Medical Object DetectionCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
Sequential Voting with Relational Box Fields for Active Object DetectionCode1
Improving Model Generalization by Agreement of Learned Representations from Data AugmentationCode1
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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