SOTAVerified

Binary text classification

Papers

Showing 1120 of 20 papers

TitleStatusHype
Argumentative Explanations for Pattern-Based Text Classifiers0
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text GenerationCode1
Active Learning for BERT: An Empirical StudyCode1
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models0
TweepFake: about Detecting Deepfake TweetsCode1
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Neural Legal Judgment Prediction in English0
Learning Representations for Soft Skill MatchingCode0
Deception Detection for the Russian Language: Lexical and Syntactic Parameters0
Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete WeightsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)F1 score1Unverified
2GhostbusterF1 score0.99Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)Average Recall0.96Unverified
2LongformerAverage Recall0.91Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)F1 score0.99Unverified
2RadarF1 score0.88Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)F1 score1Unverified
2RoBERTaF1 score0.45Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)F1 score0.97Unverified
2RoBERTaF1 score0.52Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B)F1 score0.94Unverified
2XLNetF1 score0.88Unverified
#ModelMetricClaimedVerifiedStatus
1HIER-BERTMacro F182Unverified