| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| Exponentially Faster Language Modelling | Nov 15, 2023 | BenchmarkingCPU | CodeCode Available | 2 |
| Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis | Mar 4, 2023 | BenchmarkingContrastive Learning | CodeCode Available | 2 |
| Event-Based Motion Magnification | Feb 19, 2024 | BenchmarkingMotion Detection | CodeCode Available | 2 |
| A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning | Sep 26, 2023 | BenchmarkingMulti-Objective Reinforcement Learning | CodeCode Available | 2 |
| FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models | Jul 1, 2024 | BenchmarkingFairness | CodeCode Available | 2 |
| FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models | May 5, 2025 | BenchmarkingMathematical Reasoning | CodeCode Available | 2 |
| EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models | Dec 11, 2023 | BenchmarkingEmotional Intelligence | CodeCode Available | 2 |
| EV2Gym: A Flexible V2G Simulator for EV Smart Charging Research and Benchmarking | Apr 2, 2024 | BenchmarkingReinforcement Learning (RL) | CodeCode Available | 2 |
| EffiBench: Benchmarking the Efficiency of Automatically Generated Code | Feb 3, 2024 | BenchmarkingCode Completion | 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 |
| Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing | Apr 3, 2025 | BenchmarkingLogical Reasoning | CodeCode Available | 2 |
| EvalGIM: A Library for Evaluating Generative Image Models | Dec 13, 2024 | BenchmarkingDiversity | CodeCode Available | 2 |
| DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation | Jun 24, 2024 | BenchmarkingImage Generation | CodeCode Available | 2 |
| LLM-Based Multi-Agent Systems are Scalable Graph Generative Models | Oct 13, 2024 | BenchmarkingGraph Generation | CodeCode Available | 2 |
| Assessing SPARQL capabilities of Large Language Models | Sep 9, 2024 | BenchmarkingKnowledge Graphs | CodeCode Available | 2 |
| DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering | Jul 15, 2025 | BenchmarkingInstruction Following | CodeCode Available | 2 |
| State-specific protein-ligand complex structure prediction with a multi-scale deep generative model | Sep 30, 2022 | BenchmarkingBlind Docking | CodeCode Available | 2 |
| Deep Visual Geo-localization Benchmark | Apr 7, 2022 | BenchmarkingData Augmentation | CodeCode Available | 2 |
| Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint) | Jan 14, 2023 | Benchmarking | CodeCode Available | 2 |
| MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation | Aug 17, 2022 | BenchmarkingCode Generation | CodeCode Available | 2 |
| EasyTPP: Towards Open Benchmarking Temporal Point Processes | Jul 16, 2023 | BenchmarkingPoint Processes | CodeCode Available | 2 |
| Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details | Feb 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 2 |
| A Survey on Multimodal Benchmarks: In the Era of Large AI Models | Sep 21, 2024 | BenchmarkingSurvey | CodeCode Available | 2 |
| Fortuna: A Library for Uncertainty Quantification in Deep Learning | Feb 8, 2023 | Bayesian InferenceBenchmarking | CodeCode Available | 2 |
