SOTAVerified

Binary Classification

Papers

Showing 841850 of 2574 papers

TitleStatusHype
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT0
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 20230
Apple Tasting: Combinatorial Dimensions and Minimax Rates0
Translating away Translationese without Parallel Data0
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 20230
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text0
19 Parameters Is All You Need: Tiny Neural Networks for Particle PhysicsCode0
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features0
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling0
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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