SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 351–400 of 1198 papers

TitleStatusHype
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge BaseCode0
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured OutputsCode0
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical NotesCode0
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical DocumentsCode0
Annotating and Detecting Fine-grained Factual Errors for Dialogue SummarizationCode0
Efficient Robust Optimal Transport with Application to Multi-Label ClassificationCode0
Auxiliary Label Embedding for Multi-label Learning with Missing LabelsCode0
ELASTIC: Improving CNNs with Dynamic Scaling PoliciesCode0
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss FunctionsCode0
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature GenomeCode0
Deep Multi Query Image RetrievalCode0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise SettingCode0
Automatic Pavement Crack Detection Based on Structured Prediction with the Convolutional Neural NetworkCode0
Deep Learning with a Rethinking Structure for Multi-label ClassificationCode0
Imbalanced multi-label classification using multi-task learning with extractive summarizationCode0
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss FunctionCode0
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda DetectionCode0
Can Reasoning LLMs Enhance Clinical Document Classification?Code0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label ClassificationCode0
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learningCode0
A CNN-RNN Architecture for Multi-Label Weather RecognitionCode0
Identifying Incorrect Annotations in Multi-Label Classification DataCode0
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNetCode0
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task LearningCode0
Hyperbolic Interaction Model For Hierarchical Multi-Label ClassificationCode0
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest RadiographsCode0
Adversarial Extreme Multi-label ClassificationCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat ImageryCode0
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity RecognitionCode0
Hierarchical Multi-label Classification of Text with Capsule NetworksCode0
Deep Extreme Multi-label LearningCode0
Deep Double Incomplete Multi-view Multi-label Learning with Incomplete Labels and Missing ViewsCode0
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognitionCode0
EUFCC-340K: A Faceted Hierarchical Dataset for Metadata Annotation in GLAM CollectionsCode0
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-LabelsCode0
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text CategorizationCode0
Multi-Label Retinal Disease Classification using TransformersCode0
Hierarchical Forgery Classifier On Multi-modality Face Forgery CluesCode0
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learningCode0
GenIC: An LLM-Based Framework for Instance Completion in Knowledge GraphsCode0
Top-Down Framework for Weakly-supervised Grounded Image CaptioningCode0
Multi-relation Message Passing for Multi-label Text ClassificationCode0
Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social MediaCode0
Choice-Aware User Engagement Modeling andOptimization on Social MediaCode0
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label ClassificationCode0
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge IntegrationCode0
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning TechniquesCode0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified