SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 125 of 1198 papers

TitleStatusHype
Semantic Operators: A Declarative Model for Rich, AI-based Data ProcessingCode5
Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial ExamplesCode5
Multi-label Cluster Discrimination for Visual Representation LearningCode4
Ludwig: a type-based declarative deep learning toolboxCode3
In-Context Learning for Extreme Multi-Label ClassificationCode3
RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic ReportsCode2
Tribuo: Machine Learning with Provenance in JavaCode2
XTrack: Multimodal Training Boosts RGB-X Video Object TrackersCode2
Rethinking Transformers Pre-training for Multi-Spectral Satellite ImageryCode2
BirdSet: A Large-Scale Dataset for Audio Classification in Avian BioacousticsCode2
LawBench: Benchmarking Legal Knowledge of Large Language ModelsCode2
Towards Robust Multi-tab Website FingerprintingCode2
Deep Hierarchical Semantic SegmentationCode2
Multi-Task Learning as Multi-Objective OptimizationCode2
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image ClassificationCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image AnalysisCode2
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisCode2
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image ClassificationCode1
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
Causality Compensated Attention for Contextual Biased Visual RecognitionCode1
Can multi-label classification networks know what they don’t know?Code1
Can multi-label classification networks know what they don't know?Code1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
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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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified