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Models/Our Model*

Our Model*

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Text ClassificationonOhsumed
Accuracy· 2019-10-06
69.4
best: 72.8 (RoBERTaGCN)
SOTA
Text Level Graph Neural Network for Text Classification arXiv:1910.02356
Text ClassificationonR8
Accuracy· 2019-10-06
97.8
best: 98.451 (DeBERTa)
SOTA
Text Level Graph Neural Network for Text Classification arXiv:1910.02356
Text ClassificationonR52
Accuracy· 2019-10-06
94.6
best: 96.6 (1-6 BertGCN)
Text Level Graph Neural Network for Text Classification arXiv:1910.02356

Methodology3 results

ClassificationonOhsumed
Accuracy· 2019-10-06
69.4
best: 72.8 (RoBERTaGCN)
SOTA
Text Level Graph Neural Network for Text Classification arXiv:1910.02356
ClassificationonR8
Accuracy· 2019-10-06
97.8
best: 98.451 (DeBERTa)
SOTA
Text Level Graph Neural Network for Text Classification arXiv:1910.02356
ClassificationonR52
Accuracy· 2019-10-06
94.6
best: 96.6 (1-6 BertGCN)
Text Level Graph Neural Network for Text Classification arXiv:1910.02356