| Frustratingly Easy System Combination for Grammatical Error Correction | Jul 1, 2022 | Binary ClassificationGrammatical Error Correction | CodeCode Available | 1 | 5 |
| Graph Contrastive Learning for Anomaly Detection | Aug 17, 2021 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 | 5 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Detecting Spam Reviews on Vietnamese E-commerce Websites | Jul 27, 2022 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 | 5 |
| Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples | Nov 5, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| An Expert Annotated Dataset for the Detection of Online Misogyny | Apr 1, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements | Jun 10, 2025 | Binary ClassificationFinancial Analysis | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | CodeCode Available | 1 | 5 |
| Benchmarking Distribution Shift in Tabular Data with TableShift | Dec 10, 2023 | BenchmarkingBinary Classification | CodeCode Available | 1 | 5 |
| Beyond AUROC & co. for evaluating out-of-distribution detection performance | Jun 26, 2023 | Binary ClassificationOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection | Jun 2, 2024 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification | Feb 1, 2022 | ArticlesBinary Classification | CodeCode Available | 1 | 5 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Learning to Filter Outlier Edges in Global SfM | Jan 1, 2025 | Binary ClassificationCamera Pose Estimation | CodeCode Available | 1 | 5 |
| Bicleaner AI: Bicleaner Goes Neural | Jun 1, 2022 | Binary ClassificationMachine Translation | CodeCode Available | 1 | 5 |
| Bi-LORA: A Vision-Language Approach for Synthetic Image Detection | Apr 2, 2024 | Binary ClassificationImage Captioning | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 | 5 |
| Lie-Equivariant Quantum Graph Neural Networks | Nov 22, 2024 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural Networks | May 28, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 | 5 |
| LogiCode: an LLM-Driven Framework for Logical Anomaly Detection | Jun 7, 2024 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection | Aug 28, 2023 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 | 5 |
| Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning | Jan 26, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 | 5 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations | Aug 5, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera Sensors | Mar 31, 2025 | Autonomous DrivingBinary Classification | CodeCode Available | 1 | 5 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Multi-attentional Deepfake Detection | Mar 3, 2021 | Binary ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Multi-class probabilistic classification using inductive and cross Venn-Abers predictors | Jun 16, 2017 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Multi-Label Knowledge Distillation | Aug 12, 2023 | Binary ClassificationKnowledge Distillation | CodeCode Available | 1 | 5 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Noisy Correspondence Learning with Meta Similarity Correction | Apr 13, 2023 | Binary ClassificationCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| On distinguishability criteria for estimating generative models | Dec 19, 2014 | Binary Classification | CodeCode Available | 1 | 5 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 | 5 |
| On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights | Dec 23, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Described Object Detection: Liberating Object Detection with Flexible Expressions | Jul 24, 2023 | Binary ClassificationDescribed Object Detection | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategy | May 11, 2022 | Binary ClassificationFeature Engineering | CodeCode Available | 1 | 5 |
| Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System | May 12, 2022 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Interactive Segmentation as Gaussian Process Classification | Feb 28, 2023 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications | Sep 3, 2024 | AutoMLBinary Classification | CodeCode Available | 1 | 5 |
