| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 | 5 |
| ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems | Sep 2, 2024 | BenchmarkingInstruction Following | CodeCode Available | 3 | 5 |
| HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis | Jun 23, 2024 | BenchmarkingRepresentation Learning | CodeCode Available | 3 | 5 |
| AER: Auto-Encoder with Regression for Time Series Anomaly Detection | Dec 27, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 3 | 5 |
| Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks | Jun 12, 2024 | BenchmarkingChatbot | CodeCode Available | 3 | 5 |
| Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving | May 27, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 3 | 5 |
| Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning | Jan 26, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 | 5 |
| Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents | Oct 3, 2024 | Autonomous DrivingBackdoor Attack | CodeCode Available | 3 | 5 |
| AbdomenAtlas: A Large-Scale, Detailed-Annotated, & Multi-Center Dataset for Efficient Transfer Learning and Open Algorithmic Benchmarking | Jul 23, 2024 | BenchmarkingTransfer Learning | CodeCode Available | 3 | 5 |
| DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents | Jun 10, 2024 | Benchmarkingscientific discovery | CodeCode Available | 3 | 5 |
