ML Research Wiki / Benchmarks / Fake News Detection / LIAR

LIAR

Fake News Detection Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: Test Accuracy

Rank	Model	Paper	Test Accuracy	Date	Code
1	Hybrid CNNs (Text + All)	"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection	0.27	2017-05-01	📦 manideep2510/siamese-BERT-fake-news-detection-LIAR 📦 ekagra-ranjan/fake-news-detection-LIAR-pytorch 📦 bedarkarpriyanka/NLP-Project-Fake-News-Detection
2	CNNs	"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection	0.27	2017-05-01	📦 manideep2510/siamese-BERT-fake-news-detection-LIAR 📦 ekagra-ranjan/fake-news-detection-LIAR-pytorch 📦 bedarkarpriyanka/NLP-Project-Fake-News-Detection
3	Hybrid CNNs (Text + Speaker)	"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection	0.25	2017-05-01	📦 manideep2510/siamese-BERT-fake-news-detection-LIAR 📦 ekagra-ranjan/fake-news-detection-LIAR-pytorch 📦 bedarkarpriyanka/NLP-Project-Fake-News-Detection
4	Bi-LSTMs	"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection	0.23	2017-05-01	📦 manideep2510/siamese-BERT-fake-news-detection-LIAR 📦 ekagra-ranjan/fake-news-detection-LIAR-pytorch 📦 bedarkarpriyanka/NLP-Project-Fake-News-Detection

2017

Hybrid CNNs (Text + All)

manideep2510/siamese-BERT-fake-news-detection-LIAR ekagra-ranjan/fake-news-detection-LIAR-pytorch

2017

CNNs

manideep2510/siamese-BERT-fake-news-detection-LIAR ekagra-ranjan/fake-news-detection-LIAR-pytorch

2017

Hybrid CNNs (Text + Speaker)

manideep2510/siamese-BERT-fake-news-detection-LIAR ekagra-ranjan/fake-news-detection-LIAR-pytorch

2017

Bi-LSTMs

manideep2510/siamese-BERT-fake-news-detection-LIAR ekagra-ranjan/fake-news-detection-LIAR-pytorch

Model	Paper	Test Accuracy	Date
Hybrid CNNs (Text + All)	"Liar, Liar Pants on Fire": A New Benchmark Datas…	0.27	2017-05-01
CNNs	"Liar, Liar Pants on Fire": A New Benchmark Datas…	0.27	2017-05-01
Hybrid CNNs (Text + Speaker)	"Liar, Liar Pants on Fire": A New Benchmark Datas…	0.25	2017-05-01
Bi-LSTMs	"Liar, Liar Pants on Fire": A New Benchmark Datas…	0.23	2017-05-01