SOTAVerified

Binary Classification

Papers

Showing 14611470 of 2574 papers

TitleStatusHype
GHOST at SemEval-2021 Task 5: Is explanation all you need?0
SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC)Code1
hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency0
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense0
Deep Networks Provably Classify Data on Curves0
Statistical Guarantees for Fairness Aware Plug-In Algorithms0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification0
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?0
Clinical Relation Extraction Using Transformer-based ModelsCode1
Regularized Classification-Aware QuantizationCode0
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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