TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Datasets/PubMed (0.05%)

PubMed (0.05%)

Benchmarks

Node Classification/Accuracy

Related Benchmarks

PubMed (0.03%)/Node Classification/AccuracyPubMed (0.1%)/Node Classification/AccuracyPubMed (48%/32%/20% fixed splits)/Node Classification/1:1 AccuracyPubMed (48%/32%/20% fixed splits)/Node Classification/AccuracyPubMed (60%/20%/20% random splits)/Node Classification/1:1 AccuracyPubMed 20k RCT/Classification/F1PubMed 20k RCT/Sentence Classification/F1PubMed 20k RCT/Text Classification/F1PubMed Cognitive Control Abstracts/Language Modelling/BPBPubMed with Public Split: fixed 20 nodes per class/Node Classification/AccuracyPubMed: 5 nodes per class/Node Classification/AccuracyPubMedQA/Few-Shot Learning/AccuracyPubMedQA/Meta-Learning/AccuracyPubMedQA/Question Answering/AccuracyPubMedQA/Retrieval/Accuracy (Top-1)PubMedQA corpus with metadata/Inductive knowledge graph completion/ANS-EMPubMedQA corpus with metadata/Knowledge Graph Completion/ANS-EMPubMedQA corpus with metadata/Knowledge Graphs/ANS-EMPubMedQA corpus with metadata/Large Language Model/ANS-EMPubMedQA corpus with metadata/Retrieval/Accuracy (Top-1)Pubmed/Classification/Test AccuracyPubmed/Community Detection/ACCPubmed/Community Detection/NMIPubmed/Graph Classification/Test AccuracyPubmed/Graph Clustering/ACCPubmed/Graph Clustering/ARIPubmed/Graph Clustering/F scorePubmed/Graph Clustering/NMIPubmed/Link Prediction/ACCPubmed/Link Prediction/APPubmed/Link Prediction/AUCPubmed/Link Prediction/AccuracyPubmed/Node Classification/AccuracyPubmed/Node Classification/Accuracy (%)Pubmed/Node Classification/F1Pubmed/Node Classification/F1-ScorePubmed/Node Classification/Inference Time (ms)Pubmed/Node Classification/NMIPubmed/Node Classification/Training SplitPubmed/Node Classification/ValidationPubmed/Summarization/ROUGE-1Pubmed/Summarization/ROUGE-2Pubmed/Summarization/ROUGE-LPubmed/Text Summarization/ROUGE-1Pubmed/Text Summarization/ROUGE-2Pubmed/Text Summarization/ROUGE-LPubmed (biased evaluation)/Link Prediction/APPubmed (biased evaluation)/Link Prediction/AUCPubmed (biased evaluation)/Link Prediction/AccuracyPubmed (nonstandard variant)/Link Prediction/APPubmed (nonstandard variant)/Link Prediction/AUCPubmed Full-supervised/Node Classification/AccuracyPubmed random partition/Node Classification/AccuracyPubmed: fixed 20 node per class/Node Classification/Accuracy

Statistics

Papers
0
Benchmarks
1

Links

Tasks

Node Classification