| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots | Sep 16, 2022 | BenchmarkingQuestion Answering | CodeCode Available | 1 |
| Benchmarking Multimodal Variational Autoencoders: CdSprites+ Dataset and Toolkit | Sep 7, 2022 | Benchmarking | CodeCode Available | 1 |
| Structural Bias for Aspect Sentiment Triplet Extraction | Sep 2, 2022 | Aspect Sentiment Triplet ExtractionBenchmarking | CodeCode Available | 1 |
| nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods | Sep 2, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| Benchmarking Compositionality with Formal Languages | Aug 17, 2022 | BenchmarkingOpen-Ended Question Answering | CodeCode Available | 1 |
| A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models | Aug 2, 2022 | BenchmarkingSynthetic Data Generation | CodeCode Available | 1 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Accelerated and interpretable oblique random survival forests | Aug 1, 2022 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| Tracking Every Thing in the Wild | Jul 26, 2022 | BenchmarkingClassification | CodeCode Available | 1 |
| ArtFID: Quantitative Evaluation of Neural Style Transfer | Jul 25, 2022 | BenchmarkingMeta-Learning | CodeCode Available | 1 |
| Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs | Jul 22, 2022 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 1 |
| Detecting beats in the photoplethysmogram: benchmarking open-source algorithms | Jul 19, 2022 | BenchmarkingPhotoplethysmography (PPG) beat detection | CodeCode Available | 1 |
| ALTO: A Large-Scale Dataset for UAV Visual Place Recognition and Localization | Jul 19, 2022 | BenchmarkingImage Registration | CodeCode Available | 1 |
| Initial recommendations for performing, benchmarking, and reporting single-cell proteomics experiments | Jul 19, 2022 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Benchmarking Omni-Vision Representation through the Lens of Visual Realms | Jul 14, 2022 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| TASKOGRAPHY: Evaluating robot task planning over large 3D scene graphs | Jul 11, 2022 | BenchmarkingRepresentation Learning | CodeCode Available | 1 |
| Graph Generative Model for Benchmarking Graph Neural Networks | Jul 10, 2022 | BenchmarkingGraph Generation | CodeCode Available | 1 |
| Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk | Jul 2, 2022 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation | Jul 2, 2022 | Active LearningBenchmarking | CodeCode Available | 1 |
| DFGC 2022: The Second DeepFake Game Competition | Jun 30, 2022 | BenchmarkingFace Swapping | CodeCode Available | 1 |
| Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology | Jun 30, 2022 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames | Jun 29, 2022 | BenchmarkingDiversity | CodeCode Available | 1 |
| Beyond neural scaling laws: beating power law scaling via data pruning | Jun 29, 2022 | Benchmarking | CodeCode Available | 1 |
| The DEBS 2022 Grand Challenge: Detecting Trading Trends in Financial Tick Data | Jun 23, 2022 | Benchmarking | CodeCode Available | 1 |
