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Binary Classification

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Showing 1801–1825 of 2574 papers

TitleStatusHype
Deep Networks and the Multiple Manifold Problem—0
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods—0
Towards adversarial robustness with 01 loss neural networksCode0
On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networksCode0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification—0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms—0
Learning CNN filters from user-drawn image markers for coconut-tree image classification—0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation—0
Measuring Pain in Sickle Cell Disease using Clinical Text—0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification—0
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty QuantificationCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach—0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems—0
Predictive Value Generalization Bounds—0
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing—0
Robust Bayesian Classification Using an Optimistic Score RatioCode0
Machine Learning with the Sugeno Integral: The Case of Binary Classification—0
Consistent Structured Prediction with Max-Min Margin Markov NetworksCode0
Efficient computation and analysis of distributional Shapley values—0
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling—0
An ensemble learning framework based on group decision making—0
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified