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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 101–125 of 1198 papers

TitleStatusHype
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray ClassificationCode1
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMFCode1
Conditional Generation Net for Medication RecommendationCode1
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing dataCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
Visual Transformers with Primal Object Queries for Multi-Label Image ClassificationCode1
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label ClassificationCode1
TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNsCode1
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image ClassificationCode1
ML-Decoder: Scalable and Versatile Classification HeadCode1
Do we still need ImageNet pre-training in remote sensing scene classification?Code1
Co-attention network with label embedding for text classificationCode1
Multi-label Classification with Partial Annotations using Class-aware Selective LossCode1
Propensity-scored Probabilistic Label TreesCode1
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive ModelsCode1
Transformer-based Dual Relation Graph for Multi-label Image RecognitionCode1
ContractNLI: A Dataset for Document-level Natural Language Inference for ContractsCode1
Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event DetectionCode1
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk ControlCode1
LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishCode1
M3TR: Multi-modal Multi-label Recognition with TransformerCode1
Can multi-label classification networks know what they don't know?Code1
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning ObjectiveCode1
Modeling Label Space Interactions in Multi-label Classification using Box EmbeddingsCode1
Learning with Holographic Reduced RepresentationsCode1
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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