SOTAVerified

Binary Classification

Papers

Showing 18261850 of 2574 papers

TitleStatusHype
Information Theoretic Lower Bounds for Feed-Forward Fully-Connected Deep Networks0
Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa0
Predicting Customer Churn in World of Warcraft0
Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case0
Movie Box office Prediction via Joint Actor Representations and Social Media Sentiment0
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognitionCode0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top0
G2D: Generate to Detect Anomaly0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-190
Use of in-the-wild images for anomaly detection in face anti-spoofing0
Analysing Risk of Coronary Heart Disease through Discriminative Neural NetworksCode0
How isotropic kernels perform on simple invariants0
Signed Graph Metric Learning via Gershgorin Disc Perfect AlignmentCode0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms0
Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix CaptureCode0
Pairwise Supervision Can Provably Elicit a Decision Boundary0
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)Code0
Binary Classification with Classical Instances and Quantum Labels0
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions0
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences0
A Baseline for Shapley Values in MLPs: from Missingness to NeutralityCode0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account0
Unique properties of adversarially trained linear classifiers on Gaussian data0
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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