| AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving | Dec 19, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| FaceScore: Benchmarking and Enhancing Face Quality in Human Generation | Jun 24, 2024 | BenchmarkingDenoising | CodeCode Available | 2 |
| EasyTPP: Towards Open Benchmarking Temporal Point Processes | Jul 16, 2023 | BenchmarkingPoint Processes | CodeCode Available | 2 |
| Foundational Models Defining a New Era in Vision: A Survey and Outlook | Jul 25, 2023 | Benchmarking | CodeCode Available | 2 |
| Fortuna: A Library for Uncertainty Quantification in Deep Learning | Feb 8, 2023 | Bayesian InferenceBenchmarking | CodeCode Available | 2 |
| Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs | Jun 13, 2024 | BenchmarkingGPU | CodeCode Available | 2 |
| A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends | Sep 29, 2024 | Benchmarkinggraph construction | CodeCode Available | 2 |
| DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering | Jul 15, 2025 | BenchmarkingInstruction Following | CodeCode Available | 2 |
| GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis | Jun 21, 2024 | AI AgentAutoML | CodeCode Available | 2 |
| AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator | Feb 15, 2024 | BenchmarkingDiagnostic | CodeCode Available | 2 |
| GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond | Sep 28, 2023 | Benchmarking | CodeCode Available | 2 |
| Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark | Mar 10, 2025 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| A Survey on Multimodal Benchmarks: In the Era of Large AI Models | Sep 21, 2024 | BenchmarkingSurvey | CodeCode Available | 2 |
| GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization | Sep 24, 2024 | 3D geometry3DGS | CodeCode Available | 2 |
| DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation | Jun 24, 2024 | BenchmarkingImage Generation | CodeCode Available | 2 |
| Deep Visual Geo-localization Benchmark | Apr 7, 2022 | BenchmarkingData Augmentation | CodeCode Available | 2 |
| AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension | Feb 12, 2024 | 2kAutomatic Speech Recognition | CodeCode Available | 2 |
| Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint) | Jan 14, 2023 | Benchmarking | CodeCode Available | 2 |
| Customizable Perturbation Synthesis for Robust SLAM Benchmarking | Feb 12, 2024 | BenchmarkingSimultaneous Localization and Mapping | CodeCode Available | 2 |
| DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation | Jun 22, 2022 | BenchmarkingRecommendation Systems | CodeCode Available | 2 |
| Benchmarking Agentic Workflow Generation | Oct 10, 2024 | Benchmarking | CodeCode Available | 2 |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Jan 21, 2022 | BenchmarkingEarth Observation | CodeCode Available | 2 |
| InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks | Jan 10, 2024 | Benchmarking | CodeCode Available | 2 |
| InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents | Mar 5, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior | Jul 10, 2024 | BenchmarkingDecoder | CodeCode Available | 2 |
| InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior | Feb 7, 2024 | BenchmarkingDecoder | CodeCode Available | 2 |
| Assessing SPARQL capabilities of Large Language Models | Sep 9, 2024 | BenchmarkingKnowledge Graphs | CodeCode Available | 2 |
| CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions | May 24, 2025 | Benchmarking | CodeCode Available | 2 |
| IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning | Oct 19, 2024 | BenchmarkingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments | Jun 11, 2025 | Benchmarking | CodeCode Available | 2 |
| Datasets and Benchmarks for Offline Safe Reinforcement Learning | Jun 15, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation | Oct 30, 2024 | BenchmarkingPassage Retrieval | CodeCode Available | 2 |
| Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception | Jun 10, 2023 | 3D Object DetectionBenchmarking | CodeCode Available | 2 |
| Benchmarking and Improving Detail Image Caption | May 29, 2024 | BenchmarkingImage Captioning | CodeCode Available | 2 |
| MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation | Aug 17, 2022 | BenchmarkingCode Generation | CodeCode Available | 2 |
| CoqPilot, a plugin for LLM-based generation of proofs | Oct 25, 2024 | Benchmarking | CodeCode Available | 2 |
| Learning to Fly -- a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control | Mar 3, 2021 | BenchmarkingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Learning Transferable Visual Models From Natural Language Supervision | Feb 26, 2021 | Action RecognitionBenchmarking | CodeCode Available | 2 |
| Craftium: An Extensible Framework for Creating Reinforcement Learning Environments | Jul 4, 2024 | BenchmarkingMinecraft | CodeCode Available | 2 |
| Benchmarking Complex Instruction-Following with Multiple Constraints Composition | Jul 4, 2024 | BenchmarkingInstruction Following | CodeCode Available | 2 |
| Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer | Mar 21, 2025 | BenchmarkingVideo Generation | CodeCode Available | 2 |
| LLM-Based Multi-Agent Systems are Scalable Graph Generative Models | Oct 13, 2024 | BenchmarkingGraph Generation | CodeCode Available | 2 |
| A Content-Driven Micro-Video Recommendation Dataset at Scale | Sep 27, 2023 | BenchmarkingRecommendation Systems | CodeCode Available | 2 |
| Benchmarking Deep Reinforcement Learning for Continuous Control | Apr 22, 2016 | Action Triplet RecognitionAtari Games | CodeCode Available | 2 |
| LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents | Feb 13, 2024 | BenchmarkingModel Selection | CodeCode Available | 2 |
| LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology | Feb 6, 2024 | AllBenchmarking | CodeCode Available | 2 |
| AlignBench: Benchmarking Chinese Alignment of Large Language Models | Nov 30, 2023 | Benchmarking | CodeCode Available | 2 |
| COALA: A Practical and Vision-Centric Federated Learning Platform | Jul 23, 2024 | BenchmarkingContinual Learning | CodeCode Available | 2 |
| ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling | Jul 4, 2023 | BenchmarkingWeather Forecasting | CodeCode Available | 2 |
| Class-incremental Learning for Time Series: Benchmark and Evaluation | Feb 19, 2024 | Activity RecognitionBenchmarking | CodeCode Available | 2 |