SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 101150 of 1198 papers

TitleStatusHype
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense ReasoningCode1
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMFCode1
Can multi-label classification networks know what they don't know?Code1
M3TR: Multi-modal Multi-label Recognition with TransformerCode1
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing dataCode1
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel ClassificationCode1
Can multi-label classification networks know what they don’t know?Code1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
Modeling Label Semantics for Predicting Emotional ReactionsCode1
Modeling Label Space Interactions in Multi-label Classification using Box EmbeddingsCode1
Amalgamating Knowledge From Heterogeneous Graph Neural NetworksCode1
Causality Compensated Attention for Contextual Biased Visual RecognitionCode1
DECAF: Deep Extreme Classification with Label FeaturesCode1
Multi-label Classification with Partial Annotations using Class-aware Selective LossCode1
Densely Connected Convolutional NetworksCode1
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised DetectionCode1
Multi-Label Learning from Single Positive LabelsCode1
Multi-label Sequential Sentence Classification via Large Language ModelCode1
A Symbolic Character-Aware Model for Solving Geometry ProblemsCode1
Asymmetric Loss For Multi-Label ClassificationCode1
Asymmetric Polynomial Loss For Multi-Label ClassificationCode1
Neural Message Passing for Multi-Label ClassificationCode1
node2vec: Scalable Feature Learning for NetworksCode1
NVUM: Non-Volatile Unbiased Memory for Robust Medical Image ClassificationCode1
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual TasksCode1
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning ObjectiveCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Conditional Generation Net for Medication RecommendationCode1
ContractNLI: A Dataset for Document-level Natural Language Inference for ContractsCode1
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual RecognitionCode1
Coherent Hierarchical Multi-Label Classification NetworksCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and InterpretationCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
Class-Incremental Lifelong Learning in Multi-Label ClassificationCode1
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image RecognitionCode1
Deep Label Distribution Learning with Label AmbiguityCode1
Deep Smart Contract Intent DetectionCode1
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label ClassificationCode1
Extending global-local view alignment for self-supervised learning with remote sensing imageryCode1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed DatasetsCode1
Cluster-Guided Label Generation in Extreme Multi-Label ClassificationCode1
Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many ClassesCode1
Emoji Prediction: Extensions and BenchmarkingCode1
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label ClassificationCode1
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social MediaCode1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray ImagesCode1
Are We Really Making Much Progress in Text Classification? A Comparative ReviewCode1
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
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Benchmark Results

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