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Binary Classification

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Showing 1251–1275 of 2574 papers

TitleStatusHype
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
Image-based material analysis of ancient historical documents—0
Image Retrieval for Structure-from-Motion via Graph Convolutional Network—0
Image Retrieval Methods in the Dissimilarity Space—0
Imbalanced classification: a paradigm-based review—0
Imbalanced Classification via a Tabular Translation GAN—0
Consistent optimization of AMS by logistic loss minimization—0
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks—0
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text—0
Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 2020—0
Fiction in Russian Translation: A Translationese Study—0
Implicit bias of deep linear networks in the large learning rate phase—0
ChOracle: A Unified Statistical Framework for Churn Prediction—0
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data—0
Implicit Hypersurface Approximation Capacity in Deep ReLU Networks—0
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition—0
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning—0
Improve Cost Efficiency of Active Learning over Noisy Dataset—0
Improved Algorithms for Agnostic Pool-based Active Classification—0
Improved Generalization Bounds for Adversarially Robust Learning—0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network—0
Improved Text Classification via Test-Time Augmentation—0
Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty—0
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions—0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—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