SOTAVerified

Binary Classification

Papers

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Showing 1101–1150 of 2574 papers

TitleStatusHype
Scalable Quantum Neural Networks for ClassificationCode1
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
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
RealPatch: A Statistical Matching Framework for Model Patching with Real SamplesCode0
Binary Classification with Positive Labeling Sources—0
Detecting Spam Reviews on Vietnamese E-commerce WebsitesCode1
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
problexity -- an open-source Python library for binary classification problem complexity assessment—0
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021Code0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
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
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent ApplicationsCode1
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning—0
Virtual Axle Detector based on Analysis of Bridge Acceleration Measurements by Fully Convolutional Network—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
“Zo Grof !”: A Comprehensive Corpus for Offensive and Abusive Language in DutchCode1
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNetCode0
HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS—0
PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss FunctionsCode0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction—0
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning—0
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
Team Stanford ACMLab at SemEval 2022 Task 4: Textual Analysis of PCL Using Contextual Word Embeddings—0
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection—0
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles—0
SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm DetectionCode0
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection—0
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—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
Frustratingly Easy System Combination for Grammatical Error CorrectionCode1
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection—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