SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 110 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
Ludwig: a type-based declarative deep learning toolboxCode3
In-Context Learning for Extreme Multi-Label ClassificationCode3
LawBench: Benchmarking Legal Knowledge of Large Language ModelsCode2
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image AnalysisCode2
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image ClassificationCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
BirdSet: A Large-Scale Dataset for Audio Classification in Avian BioacousticsCode2
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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