SOTAVerified

Binary Classification

Papers

Showing 25112520 of 2574 papers

TitleStatusHype
XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-RaysCode0
ICPR 2024 Competition on Multilingual Claim-Span IdentificationCode0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical ApplicationsCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Tackling Irony Detection using Ensemble ClassifiersCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Binary Classification as a Phase Separation ProcessCode0
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding ApproachCode0
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from SpeechCode0
SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERTCode0
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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