| Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset | May 17, 2024 | 16kBenchmarking | CodeCode Available | 3 |
| Benchmarking LLMs via Uncertainty Quantification | Jan 23, 2024 | BenchmarkingUncertainty Quantification | CodeCode Available | 3 |
| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
| Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis | Oct 9, 2023 | BenchmarkingMultivariate Time Series Forecasting | CodeCode Available | 3 |
| BERGEN: A Benchmarking Library for Retrieval-Augmented Generation | Jul 1, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents | Oct 31, 2024 | Benchmarking | CodeCode Available | 3 |
| Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning | Jan 26, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents | Jun 10, 2024 | Benchmarkingscientific discovery | CodeCode Available | 3 |
| A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs | Mar 14, 2022 | BenchmarkingGraph Embedding | CodeCode Available | 3 |
