SOTAVerified

Binary Classification

Papers

Showing 20612070 of 2574 papers

TitleStatusHype
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks0
Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification0
Parity Queries for Binary Classification0
Partial AUC Maximization via Nonlinear Scoring Functions0
Partial Face Detection in the Mobile Domain0
Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization0
Patch-based learning of adaptive Total Variation parameter maps for blind image denoising0
Patient Independent Interictal Epileptiform Discharge Detection0
"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions0
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training0
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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