| Design of Supervision-Scalable Learning Systems: Methodology and Performance Benchmarking | Jun 18, 2022 | Benchmarkingimage-classification | —Unverified | 0 |
| NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search | Jun 18, 2022 | BenchmarkingGraph Neural Network | CodeCode Available | 1 |
| Motley: Benchmarking Heterogeneity and Personalization in Federated Learning | Jun 18, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments | Jun 17, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Colonoscopy 3D Video Dataset with Paired Depth from 2D-3D Registration | Jun 17, 2022 | BenchmarkingDepth Estimation | —Unverified | 0 |
| Long Range Graph Benchmark | Jun 16, 2022 | BenchmarkingGraph Classification | CodeCode Available | 1 |
| SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks | Jun 16, 2022 | BenchmarkingDynamic neural networks | CodeCode Available | 0 |
| Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case | Jun 16, 2022 | BenchmarkingDensity Estimation | —Unverified | 0 |
| Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability | Jun 16, 2022 | BenchmarkingFeature Importance | —Unverified | 0 |
| Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models | Jun 16, 2022 | BenchmarkingLanguage Modeling | —Unverified | 0 |
