SOTAVerified

Binary Classification

Papers

Showing 22512260 of 2574 papers

TitleStatusHype
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification ProblemsCode0
UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language ModelsCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
The Implicit Bias of Depth: How Incremental Learning Drives GeneralizationCode0
RENT -- Repeated Elastic Net Technique for Feature SelectionCode0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Representation of binary classification trees with binary features by quantum circuitsCode0
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingCode0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
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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