SOTAVerified

Binary Classification

Papers

Showing 17011725 of 2574 papers

TitleStatusHype
Minimum Excess Risk in Bayesian Learning0
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare0
Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments0
Binary Classification Tests, Imperfect Standards, and Ambiguous Information0
Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree0
Five Psycholinguistic Characteristics for Better Interaction with Users0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning0
Price Suggestion for Online Second-hand Items with Texts and Images0
Vision-based Price Suggestion for Online Second-hand Items0
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem0
Grammar-aware sentence classification on quantum computers0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules0
When does gradient descent with logistic loss find interpolating two-layer networks?0
Financial Document Causality Detection Shared Task (FinCausal 2020)0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization0
The Financial Document Causality Detection Shared Task (FinCausal 2020)0
Predicting Clickbait Strength in Online Social Media0
UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language ModelsCode0
A Fair Classifier Using Kernel Density Estimation0
Task-Aware Representation of Sentences for Generic Text Classification0
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification0
Chinese Grammatical Error Detection Based on BERT Model0
ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial DocumentsCode0
JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection0
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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