SOTAVerified

Binary Classification

Papers

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Showing 1201–1250 of 2574 papers

TitleStatusHype
Explainable prediction of Qcodes for NOTAMs using column generation—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Gradient Flows for L2 Support Vector Machine Training—0
An example of use of Variational Methods in Quantum Machine Learning—0
Compressing (Multidimensional) Learned Bloom Filters—0
Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG—0
A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach—0
RealPatch: A Statistical Matching Framework for Model Patching with Real SamplesCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
Binary Classification with Positive Labeling Sources—0
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-trainingCode0
Is Attention Interpretation? A Quantitative Assessment On Sets—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020—0
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu—0
OCTAL: Graph Representation Learning for LTL Model Checking—0
Classification via score-based generative modelling—0
Learning from few examples: Classifying sex from retinal images via deep learning—0
Subclass Knowledge Distillation with Known Subclass Labels—0
On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution DetectionCode0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021Code0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
problexity -- an open-source Python library for binary classification problem complexity assessment—0
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG—0
Towards understanding how momentum improves generalization in deep learning—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021—0
UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu—0
Detecting People Interested in Non-Suicidal Self-Injury on Social Media—0
Virtual Axle Detector based on Analysis of Bridge Acceleration Measurements by Fully Convolutional Network—0
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning—0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques—0
A Hybrid Approach for Binary Classification of Imbalanced Data—0
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction—0
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles—0
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNetCode0
Sapphire at SemEval-2022 Task 4: A Patronizing and Condescending Language Detection Model Based on Capsule Networks—0
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge TransferCode0
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning—0
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection—0
PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss FunctionsCode0
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes—0
JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods—0
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion—0
JCT at SemEval-2022 Task 6-A: Sarcasm Detection in Tweets Written in English and Arabic using Preprocessing Methods and Word N-grams—0
HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS—0
Team Stanford ACMLab at SemEval 2022 Task 4: Textual Analysis of PCL Using Contextual Word Embeddings—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—0
SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection—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