| MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts | Jun 18, 2023 | AutoMLBenchmarking | —Unverified | 0 |
| CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification | Jun 18, 2023 | BenchmarkingRetrieval | CodeCode Available | 1 |
| Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS | Jun 17, 2023 | BenchmarkingSegmentation | —Unverified | 0 |
| Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization | Jun 16, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Convolutional and Deep Learning based techniques for Time Series Ordinal Classification | Jun 16, 2023 | BenchmarkingOrdinal Classification | —Unverified | 0 |
| LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning | Jun 16, 2023 | Active LearningBenchmarking | CodeCode Available | 1 |
| ALP: Action-Aware Embodied Learning for Perception | Jun 16, 2023 | Benchmarkingobject-detection | —Unverified | 0 |
| Acoustic Identification of Ae. aegypti Mosquitoes using Smartphone Apps and Residual Convolutional Neural Networks | Jun 16, 2023 | Benchmarking | CodeCode Available | 0 |
| Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond | Jun 16, 2023 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| AQuA: A Benchmarking Tool for Label Quality Assessment | Jun 15, 2023 | BenchmarkingLabel Error Detection | CodeCode Available | 1 |
| Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials | Jun 15, 2023 | BenchmarkingComputational chemistry | CodeCode Available | 1 |
| DISC: a Dataset for Integrated Sensing and Communication in mmWave Systems | Jun 15, 2023 | Activity RecognitionBenchmarking | —Unverified | 0 |
| Large-Scale Quantum Separability Through a Reproducible Machine Learning Lens | Jun 15, 2023 | Benchmarking | —Unverified | 0 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| PaReprop: Fast Parallelized Reversible Backpropagation | Jun 15, 2023 | Benchmarking | CodeCode Available | 1 |
| DiPlomat: A Dialogue Dataset for Situated Pragmatic Reasoning | Jun 15, 2023 | BenchmarkingConversational Question Answering | —Unverified | 0 |
| PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs | Jun 15, 2023 | Benchmarking | CodeCode Available | 2 |
| Re-Benchmarking Pool-Based Active Learning for Binary Classification | Jun 15, 2023 | Active LearningBenchmarking | CodeCode Available | 0 |
| MLonMCU: TinyML Benchmarking with Fast Retargeting | Jun 15, 2023 | Benchmarking | CodeCode Available | 1 |
| Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive? | Jun 15, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| KoLA: Carefully Benchmarking World Knowledge of Large Language Models | Jun 15, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support | Jun 15, 2023 | BenchmarkingInformation Retrieval | CodeCode Available | 0 |
| BED: Bi-Encoder-Based Detectors for Out-of-Distribution Detection | Jun 15, 2023 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 0 |
| Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion | Jun 15, 2023 | Benchmarkingcounterfactual | —Unverified | 0 |
| Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models | Jun 15, 2023 | BenchmarkingQuestion Answering | CodeCode Available | 1 |
