| CLMB: deep contrastive learning for robust metagenomic binning | Nov 18, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 0 |
| Benchmarking and scaling of deep learning models for land cover image classification | Nov 18, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms | Nov 17, 2021 | Benchmarking | —Unverified | 0 |
| MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization | Nov 16, 2021 | Benchmarkingdialogue summary | —Unverified | 0 |
| Fantastic Questions and Where to Find Them: FairytaleQA--An Authentic Dataset for Narrative Comprehension | Nov 16, 2021 | BenchmarkingQuestion Answering | —Unverified | 0 |
| FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding | Nov 16, 2021 | BenchmarkingNatural Language Understanding | —Unverified | 0 |
| Mukayese: Turkish NLP Strikes Back | Nov 16, 2021 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms | Nov 16, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| Multiclass Optimal Classification Trees with SVM-splits | Nov 16, 2021 | BenchmarkingClassification | —Unverified | 0 |
| Benchmarking deep generative models for diverse antibody sequence design | Nov 12, 2021 | BenchmarkingDiversity | —Unverified | 0 |
| ADCB: An Alzheimer's disease benchmark for evaluating observational estimators of causal effects | Nov 12, 2021 | BenchmarkingCausal Inference | —Unverified | 0 |
| Bi-Discriminator Class-Conditional Tabular GAN | Nov 12, 2021 | Benchmarking | —Unverified | 0 |
| MLHarness: A Scalable Benchmarking System for MLCommons | Nov 9, 2021 | Benchmarking | —Unverified | 0 |
| Which priors matter? Benchmarking models for learning latent dynamics | Nov 9, 2021 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| EvoLearner: Learning Description Logics with Evolutionary Algorithms | Nov 8, 2021 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 |
| Practical, Fast and Robust Point Cloud Registration for 3D Scene Stitching and Object Localization | Nov 8, 2021 | 3D Feature MatchingBenchmarking | —Unverified | 0 |
| Characterizing the adversarial vulnerability of speech self-supervised learning | Nov 8, 2021 | Adversarial RobustnessBenchmarking | —Unverified | 0 |
| Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning | Nov 8, 2021 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Personalized Benchmarking with the Ludwig Benchmarking Toolkit | Nov 8, 2021 | BenchmarkingHyperparameter Optimization | CodeCode Available | 3 |
| IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics | Nov 7, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials | Nov 6, 2021 | BenchmarkingNeural Network simulation | CodeCode Available | 1 |
| A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers | Nov 6, 2021 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 0 |
| Benchmarking Multimodal AutoML for Tabular Data with Text Fields | Nov 4, 2021 | AutoMLBenchmarking | CodeCode Available | 3 |
| B-Pref: Benchmarking Preference-Based Reinforcement Learning | Nov 4, 2021 | Benchmarkingreinforcement-learning | CodeCode Available | 1 |
| OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion | Nov 4, 2021 | 2kBenchmarking | CodeCode Available | 1 |
