SOTAVerified

Binary Classification

Papers

Showing 15011525 of 2574 papers

TitleStatusHype
A comprehensive solution to retrieval-based chatbot construction0
Linear Classifiers Under Infinite Imbalance0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
Early-stopped neural networks are consistent0
Probing transfer learning with a model of synthetic correlated datasets0
Automatic Sexism Detection with Multilingual Transformer Models0
Adaptive transfer learning0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language0
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization0
From Undecidability of Non-Triviality and Finiteness to Undecidability of Learnability0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI0
Improvement over Pinball Loss Support Vector MachineCode0
Classification of Censored Tweets in Chinese Language using XLNet0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 20210
Identifying professions & occupations in Health-related Social Media using Natural Language Processing0
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification0
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets0
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts0
Algorithmic Insurance0
Training ELECTRA Augmented with Multi-word Selection0
OASIS: An Active Framework for Set Inversion0
Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural NetworksCode1
Towards optimally abstaining from prediction with OOD test examples0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified