SOTAVerified

Binary Classification

Papers

Showing 401410 of 2574 papers

TitleStatusHype
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Bayesian quantile additive regression treesCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Hoaxpedia: A Unified Wikipedia Hoax Articles DatasetCode0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of NigeriaCode0
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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