SOTAVerified

Binary Classification

Papers

Showing 19711980 of 2574 papers

TitleStatusHype
Learning Domain Invariant Representations for Child-Adult Classification from Speech0
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding0
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection0
Data classification by quantum radial basis function networks0
Fast and Furious Convergence: Stochastic Second Order Methods under InterpolationCode0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification0
Learning from Multiple Corrupted Sources, with Application to Learning from Label Proportions0
Predicting popularity of EV charging infrastructure from GIS data0
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries0
On the Detection of Digital Face ManipulationCode1
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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