SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 125 of 1198 papers

TitleStatusHype
Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial ExamplesCode5
Semantic Operators: A Declarative Model for Rich, AI-based Data ProcessingCode5
Multi-label Cluster Discrimination for Visual Representation LearningCode4
In-Context Learning for Extreme Multi-Label ClassificationCode3
Ludwig: a type-based declarative deep learning toolboxCode3
Towards Robust Multi-tab Website FingerprintingCode2
XTrack: Multimodal Training Boosts RGB-X Video Object TrackersCode2
RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic ReportsCode2
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image AnalysisCode2
BirdSet: A Large-Scale Dataset for Audio Classification in Avian BioacousticsCode2
Rethinking Transformers Pre-training for Multi-Spectral Satellite ImageryCode2
LawBench: Benchmarking Legal Knowledge of Large Language ModelsCode2
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image ClassificationCode2
Deep Hierarchical Semantic SegmentationCode2
Tribuo: Machine Learning with Provenance in JavaCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisCode2
Multi-Task Learning as Multi-Objective OptimizationCode2
Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease ClassificationCode1
On the Generalization of Representation Uncertainty in Earth ObservationCode1
Interpretable Enzyme Function Prediction via Residue-Level DetectionCode1
Super-class guided Transformer for Zero-Shot Attribute ClassificationCode1
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype LearningCode1
Multi-label Sequential Sentence Classification via Large Language ModelCode1
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and InterpretationCode1
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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