| Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping | Nov 5, 2024 | BenchmarkingCode Generation | CodeCode Available | 2 | 5 |
| IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer | Jul 27, 2023 | BenchmarkingImage Manipulation | CodeCode Available | 2 | 5 |
| Immersive Neural Graphics Primitives | Nov 24, 2022 | BenchmarkingNeRF | CodeCode Available | 2 | 5 |
| A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark | Jan 1, 2024 | Age EstimationBenchmarking | CodeCode Available | 2 | 5 |
| HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation | Apr 15, 2025 | Benchmarkingscientific discovery | CodeCode Available | 2 | 5 |
| InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks | Jan 10, 2024 | Benchmarking | CodeCode Available | 2 | 5 |
| BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models | Apr 17, 2021 | Argument RetrievalBenchmarking | CodeCode Available | 2 | 5 |
| HourVideo: 1-Hour Video-Language Understanding | Nov 7, 2024 | Benchmarkingcounterfactual | CodeCode Available | 2 | 5 |
| HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond | May 1, 2024 | BenchmarkingHigh-Level Synthesis | CodeCode Available | 2 | 5 |
| HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting? | Jun 20, 2024 | BenchmarkingPoint Processes | CodeCode Available | 2 | 5 |
| HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance | Jul 9, 2024 | BenchmarkingConditional Image Generation | CodeCode Available | 2 | 5 |
| InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents | Mar 5, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 2 | 5 |
| K-LITE: Learning Transferable Visual Models with External Knowledge | Apr 20, 2022 | BenchmarkingDescriptive | CodeCode Available | 2 | 5 |
| GV-Bench: Benchmarking Local Feature Matching for Geometric Verification of Long-term Loop Closure Detection | Jul 16, 2024 | BenchmarkingLoop Closure Detection | CodeCode Available | 2 | 5 |
| BARS: Towards Open Benchmarking for Recommender Systems | May 19, 2022 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 2 | 5 |
| Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks | Oct 30, 2023 | Benchmarkingobject-detection | CodeCode Available | 2 | 5 |
| Habitat: A Platform for Embodied AI Research | Apr 2, 2019 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark | Mar 10, 2025 | Autonomous DrivingBenchmarking | CodeCode Available | 2 | 5 |
| Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs | Jun 13, 2024 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| GSCodec Studio: A Modular Framework for Gaussian Splat Compression | Jun 2, 2025 | Benchmarking | CodeCode Available | 2 | 5 |
| GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification | May 18, 2025 | Benchmarking | CodeCode Available | 2 | 5 |
| GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks | Nov 28, 2024 | BenchmarkingObject Counting | CodeCode Available | 2 | 5 |
| GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond | Sep 28, 2023 | Benchmarking | CodeCode Available | 2 | 5 |
| GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization | Sep 24, 2024 | 3D geometry3DGS | CodeCode Available | 2 | 5 |
| From Perfect to Noisy World Simulation: Customizable Embodied Multi-modal Perturbations for SLAM Robustness Benchmarking | Jun 24, 2024 | BenchmarkingNeRF | CodeCode Available | 2 | 5 |
| AutoPenBench: Benchmarking Generative Agents for Penetration Testing | Oct 4, 2024 | Benchmarking | CodeCode Available | 2 | 5 |
| GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning | Jul 4, 2025 | BenchmarkingGraph Generation | CodeCode Available | 2 | 5 |
| GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis | Jun 21, 2024 | AI AgentAutoML | CodeCode Available | 2 | 5 |
| FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models | May 5, 2025 | BenchmarkingMathematical Reasoning | CodeCode Available | 2 | 5 |
| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 | 5 |
| Fortuna: A Library for Uncertainty Quantification in Deep Learning | Feb 8, 2023 | Bayesian InferenceBenchmarking | CodeCode Available | 2 | 5 |
| FetalCLIP: A Visual-Language Foundation Model for Fetal Ultrasound Image Analysis | Feb 20, 2025 | Age EstimationBenchmarking | CodeCode Available | 2 | 5 |
| A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning | Sep 26, 2023 | BenchmarkingMulti-Objective Reinforcement Learning | CodeCode Available | 2 | 5 |
| AlignBench: Benchmarking Chinese Alignment of Large Language Models | Nov 30, 2023 | Benchmarking | CodeCode Available | 2 | 5 |
| FaceScore: Benchmarking and Enhancing Face Quality in Human Generation | Jun 24, 2024 | BenchmarkingDenoising | CodeCode Available | 2 | 5 |
| Foundational Models Defining a New Era in Vision: A Survey and Outlook | Jul 25, 2023 | Benchmarking | CodeCode Available | 2 | 5 |
| GeoBench: Benchmarking and Analyzing Monocular Geometry Estimation Models | Jun 18, 2024 | BenchmarkingDepth Estimation | CodeCode Available | 2 | 5 |
| Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale | Apr 19, 2025 | Benchmarking | CodeCode Available | 2 | 5 |
| A Survey on Multimodal Benchmarks: In the Era of Large AI Models | Sep 21, 2024 | BenchmarkingSurvey | CodeCode Available | 2 | 5 |
| Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details | Feb 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 2 | 5 |
| EvalGIM: A Library for Evaluating Generative Image Models | Dec 13, 2024 | BenchmarkingDiversity | CodeCode Available | 2 | 5 |
| Event-Based Motion Magnification | Feb 19, 2024 | BenchmarkingMotion Detection | CodeCode Available | 2 | 5 |
| AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving | Dec 19, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 2 | 5 |
| FedGraph: A Research Library and Benchmark for Federated Graph Learning | Oct 8, 2024 | BenchmarkingFederated Learning | CodeCode Available | 2 | 5 |
| Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing | Apr 3, 2025 | BenchmarkingLogical Reasoning | CodeCode Available | 2 | 5 |
| Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance | Feb 12, 2025 | BenchmarkingLong-Context Understanding | CodeCode Available | 2 | 5 |
| A large annotated medical image dataset for the development and evaluation of segmentation algorithms | Feb 25, 2019 | BenchmarkingSegmentation | CodeCode Available | 2 | 5 |
| Authorship Obfuscation in Multilingual Machine-Generated Text Detection | Jan 15, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 2 | 5 |
| EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models | Dec 11, 2023 | BenchmarkingEmotional Intelligence | CodeCode Available | 2 | 5 |
| A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends | Sep 29, 2024 | Benchmarkinggraph construction | CodeCode Available | 2 | 5 |
