Classification on 20NEWS

Metric: F-measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	F-measure▼	Augmentations	Paper	Date↕	Code
1	LinearSVM+TFIDF	93	No	A Comparison of SVM against Pre-trained Language...	2022-11-04	-
2	Sparse Tensor Classifier	86.6	No	An Explainable Probabilistic Classifier for Cate...	2021-05-26	Code
3	NABoE-full	86.2	No	Neural Attentive Bag-of-Entities Model for Text ...	2019-09-03	Code
4	SCDV-MS	86.16	No	Improving Document Classification with Multi-Sen...	2019-11-18	Code
5	TextEnt-full	83.9	No	Representation Learning of Entities and Document...	2018-06-08	Code

#1LinearSVM+TFIDFSOTA
93
F-measure· 2022-11-04
A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks
#2Sparse Tensor ClassifierSOTA
86.6
F-measure· 2021-05-26
An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics Code
#3NABoE-fullSOTA
86.2
F-measure· 2019-09-03
Neural Attentive Bag-of-Entities Model for Text Classification Code
#4SCDV-MS
86.16
F-measure· 2019-11-18
Improving Document Classification with Multi-Sense Embeddings Code
#5TextEnt-fullSOTA
83.9
F-measure· 2018-06-08
Representation Learning of Entities and Documents from Knowledge Base Descriptions Code