| Better than classical? The subtle art of benchmarking quantum machine learning models | Mar 11, 2024 | BenchmarkingBinary Classification | CodeCode Available | 7 | 5 |
| Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation | Mar 29, 2022 | Binary ClassificationSegmentation | CodeCode Available | 4 | 5 |
| PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning | Mar 31, 2024 | Binary ClassificationDeep Learning | CodeCode Available | 4 | 5 |
| GuardT2I: Defending Text-to-Image Models from Adversarial Prompts | Mar 3, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 3 | 5 |
| The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes | May 10, 2020 | Binary ClassificationClassification | CodeCode Available | 3 | 5 |
| UCF: Uncovering Common Features for Generalizable Deepfake Detection | Apr 27, 2023 | Binary ClassificationDecoder | CodeCode Available | 3 | 5 |
| Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception | Oct 16, 2024 | Binary ClassificationChunking | CodeCode Available | 3 | 5 |
| Is deep learning necessary for simple classification tasks? | Jun 11, 2020 | AutoMLBinary Classification | CodeCode Available | 3 | 5 |
| Benchmarking Multimodal AutoML for Tabular Data with Text Fields | Nov 4, 2021 | AutoMLBenchmarking | CodeCode Available | 3 | 5 |
| Common Sense Reasoning for Deepfake Detection | Jan 31, 2024 | Binary ClassificationCommon Sense Reasoning | CodeCode Available | 3 | 5 |
| GlyphNet: Homoglyph domains dataset and detection using attention-based Convolutional Neural Networks | Jun 17, 2023 | Binary Classification | CodeCode Available | 3 | 5 |
| Detecting and Grounding Multi-Modal Media Manipulation and Beyond | Sep 25, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 | 5 |
| Detecting and Grounding Multi-Modal Media Manipulation | Apr 5, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 | 5 |
| LTNtorch: PyTorch Implementation of Logic Tensor Networks | Sep 24, 2024 | Binary ClassificationLogical Reasoning | CodeCode Available | 2 | 5 |
| VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection | Aug 22, 2023 | Anomaly DetectionBinary Classification | CodeCode Available | 2 | 5 |
| Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector | Mar 26, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 2 | 5 |
| SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network | May 16, 2024 | Binary ClassificationDecoder | CodeCode Available | 2 | 5 |
| A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions | Oct 23, 2023 | Binary ClassificationLLM-generated Text Detection | CodeCode Available | 2 | 5 |
| Maintaining Plasticity in Deep Continual Learning | Jun 23, 2023 | Binary ClassificationContinual Learning | CodeCode Available | 2 | 5 |
| Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning | Jun 7, 2024 | Binary Classification | CodeCode Available | 2 | 5 |
| Understanding the Ranking Loss for Recommendation with Sparse User Feedback | Mar 21, 2024 | Binary ClassificationClick-Through Rate Prediction | CodeCode Available | 2 | 5 |
| DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature Matching | Aug 16, 2023 | 3D ReconstructionBinary Classification | CodeCode Available | 2 | 5 |
| DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning | Oct 28, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 2 | 5 |
| DeepDTA: Deep Drug-Target Binding Affinity Prediction | Jan 30, 2018 | Binary ClassificationDrug Discovery | CodeCode Available | 2 | 5 |
| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | Jul 2, 2024 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 2 | 5 |
| Detect Everything with Few Examples | Sep 22, 2023 | Binary ClassificationCross-Domain Few-Shot Object Detection | CodeCode Available | 2 | 5 |
| FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models | Apr 20, 2024 | Binary ClassificationFake Image Detection | CodeCode Available | 2 | 5 |
| Counterfactual Zero-Shot and Open-Set Visual Recognition | Mar 1, 2021 | AttributeBinary Classification | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | 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 |
| Constructing long-short stock portfolio with a new listwise learn-to-rank algorithm | Apr 26, 2021 | Binary Classification | CodeCode Available | 1 | 5 |
| Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes | Feb 21, 2021 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Self-supervised Spatial Reasoning on Multi-View Line Drawings | Apr 27, 2021 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| DALC: the Dutch Abusive Language Corpus | Aug 1, 2021 | Abusive LanguageBinary 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 |
| Alleviating Structural Distribution Shift in Graph Anomaly Detection | Jan 25, 2024 | Anomaly DetectionBinary Classification | 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 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model | Mar 11, 2024 | Binary ClassificationLanguage Modeling | 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 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| ACFD: Asymmetric Cartoon Face Detector | Jul 2, 2020 | Binary ClassificationFace Detection | CodeCode Available | 1 | 5 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Boolformer: Symbolic Regression of Logic Functions with Transformers | Sep 21, 2023 | Binary Classificationregression | CodeCode Available | 1 | 5 |
| AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation | Jun 1, 2023 | Binary ClassificationInteractive Segmentation | 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 |
