SOTAVerified

Binary Classification

Papers

Showing 22512275 of 2574 papers

TitleStatusHype
RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem0
Syntactically Aware Neural Architectures for Definition Extraction0
SemEval-2018 Task 3: Irony Detection in English Tweets0
The Dynamics of Learning: A Random Matrix Approach0
Adversarial examples from computational constraints0
Fake Sentence Detection as a Training Task for Sentence Encoding0
Adding One Neuron Can Eliminate All Bad Local Minima0
Minimax Lower Bounds for Cost Sensitive Classification0
Detecting Decision Ambiguity from Facial ImagesCode0
Training Classifiers with Natural Language ExplanationsCode1
The Logistic Network Lasso0
Estimating Learnability in the Sublinear Data Regime0
Risk-Averse Classification0
A Report on the Complex Word Identification Shared Task 20180
A Deep Convolutional Neural Network for Lung Cancer Diagnostic0
Stability of the Stochastic Gradient Method for an Approximated Large Scale Kernel Machine0
Real-Time Rotation-Invariant Face Detection with Progressive Calibration NetworksCode0
A Univariate Bound of Area Under ROC0
Nonparametric Bayesian label prediction on a large graph using truncated Laplacian regularization0
A plug-in approach to maximising precision at the top and recall at the top0
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision0
Deep Attention Model for Triage of Emergency Department Patients0
Automated Evaluation of Out-of-Context ErrorsCode0
UnibucKernel: A kernel-based learning method for complex word identification0
Model-Agnostic Private Learning via Stability0
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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