| MTEB: Massive Text Embedding Benchmark | Oct 13, 2022 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| OpenOOD: Benchmarking Generalized Out-of-Distribution Detection | Oct 13, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Benchmarking Long-tail Generalization with Likelihood Splits | Oct 13, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Simulated Contextual Bandits for Personalization Tasks from Recommendation Datasets | Oct 12, 2022 | BenchmarkingMulti-Armed Bandits | CodeCode Available | 0 |
| Vote'n'Rank: Revision of Benchmarking with Social Choice Theory | Oct 11, 2022 | BenchmarkingResult aggregation | CodeCode Available | 0 |
| DCL-Net: Deep Correspondence Learning Network for 6D Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems | Oct 11, 2022 | BenchmarkingRecommendation Systems | —Unverified | 0 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing | Oct 10, 2022 | BenchmarkingData Augmentation | —Unverified | 0 |
| Benchmarking Reinforcement Learning Techniques for Autonomous Navigation | Oct 10, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Quantifying Social Biases Using Templates is Unreliable | Oct 9, 2022 | AttributeBenchmarking | —Unverified | 0 |
| ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints | Oct 8, 2022 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Are All Steps Equally Important? Benchmarking Essentiality Detection of Events | Oct 8, 2022 | AllBenchmarking | —Unverified | 0 |
| Is margin all you need? An extensive empirical study of active learning on tabular data | Oct 7, 2022 | Active LearningAll | —Unverified | 0 |
| A Theory of Dynamic Benchmarks | Oct 6, 2022 | Benchmarking | —Unverified | 0 |
| SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data | Oct 6, 2022 | BenchmarkingRepresentation Learning | —Unverified | 0 |
| IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C) | Oct 6, 2022 | Benchmarking | CodeCode Available | 0 |
| A Framework for Large Scale Synthetic Graph Dataset Generation | Oct 4, 2022 | BenchmarkingDataset Generation | —Unverified | 0 |
| Benchmarking Learnt Radio Localisation under Distribution Shift | Oct 4, 2022 | Benchmarking | —Unverified | 0 |
| MEDFAIR: Benchmarking Fairness for Medical Imaging | Oct 4, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| Detection and Evaluation of Clusters within Sequential Data | Oct 4, 2022 | BenchmarkingClustering | —Unverified | 0 |
| rPPG-Toolbox: Deep Remote PPG Toolbox | Oct 3, 2022 | BenchmarkingData Augmentation | CodeCode Available | 2 |
| The current state of single-cell proteomics data analysis | Oct 3, 2022 | Benchmarking | CodeCode Available | 0 |
| DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior | Sep 30, 2022 | BenchmarkingBlind Image Deblurring | —Unverified | 0 |
| State-specific protein-ligand complex structure prediction with a multi-scale deep generative model | Sep 30, 2022 | BenchmarkingBlind Docking | CodeCode Available | 2 |