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Binary Classification

Papers

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Showing 851–875 of 2574 papers

TitleStatusHype
Topological Expressivity of ReLU Neural Networks—0
Predicting Human Impressions of Robot Performance During Navigation Tasks—0
Soft ascent-descent as a stable and flexible alternative to floodingCode0
Hypergraph Echo State Network—0
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation—0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Relative intrinsic dimensionality is intrinsic to learning—0
Facial Forgery-based Deepfake Detection using Fine-Grained Features—0
Federated Quantum Machine Learning with Differential Privacy—0
Post-hoc Bias Scoring Is Optimal For Fair ClassificationCode0
Binary Classification with Confidence Difference—0
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection—0
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact MapsCode0
Integrating Audio-Visual Features for Multimodal Deepfake Detection—0
Accelerated Neural Network Training with Rooted Logistic Objectives—0
On the Performance of Multimodal Language Models—0
Amazon Books Rating prediction & Recommendation Model—0
Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment—0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Universality of max-margin classifiers—0
UPB @ ACTI: Detecting Conspiracies using fine tuned Sentence Transformers—0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Efficient Training of One Class Classification-SVMs—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
Large Language Model Routing with Benchmark Datasets—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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