SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 176200 of 1198 papers

TitleStatusHype
Emoji Prediction: Extensions and BenchmarkingCode1
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing TasksCode1
node2vec: Scalable Feature Learning for NetworksCode1
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive ModelsCode1
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
Can multi-label classification networks know what they don't know?Code1
Can multi-label classification networks know what they don’t know?Code1
End-to-end speaker segmentation for overlap-aware resegmentationCode1
ESC: Redesigning WSD with Extractive Sense ComprehensionCode1
PDAN: Pyramid Dilated Attention Network for Action DetectionCode1
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Causality Compensated Attention for Contextual Biased Visual RecognitionCode1
Propensity-scored Probabilistic Label TreesCode1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID VaccinesCode1
Hyperbolic Interaction Model For Hierarchical Multi-Label ClassificationCode0
Holistic Label Correction for Noisy Multi-Label ClassificationCode0
A Deep Reinforced Sequence-to-Set Model for Multi-Label ClassificationCode0
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label ClassificationCode0
Hierarchical Forgery Classifier On Multi-modality Face Forgery CluesCode0
Taming Pretrained Transformers for Extreme Multi-label Text ClassificationCode0
Hierarchical Multi-label Classification of Text with Capsule NetworksCode0
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text CategorizationCode0
Top-Down Framework for Weakly-supervised Grounded Image CaptioningCode0
A shallow neural model for relation predictionCode0
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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