| M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for Optical-SAR Fusion Object Detection | May 16, 2025 | Benchmarkingobject-detection | CodeCode Available | 1 |
| Benchmarking Classical and Learning-Based Multibeam Point Cloud Registration | May 10, 2024 | BenchmarkingPoint Cloud Registration | CodeCode Available | 1 |
| A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models | Aug 2, 2022 | BenchmarkingSynthetic Data Generation | CodeCode Available | 1 |
| BeHonest: Benchmarking Honesty in Large Language Models | Jun 19, 2024 | BenchmarkingMisinformation | CodeCode Available | 1 |
| ClearPose: Large-scale Transparent Object Dataset and Benchmark | Mar 8, 2022 | BenchmarkingDepth Completion | CodeCode Available | 1 |
| AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling | Nov 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 1 |
| CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning | Feb 20, 2024 | Atomic number classificationBenchmarking | CodeCode Available | 1 |
| A Japanese Dataset for Subjective and Objective Sentiment Polarity Classification in Micro Blog Domain | Jun 1, 2022 | BenchmarkingEmotion Recognition | CodeCode Available | 1 |
| CIBench: Evaluating Your LLMs with a Code Interpreter Plugin | Jul 15, 2024 | Benchmarking | CodeCode Available | 1 |
| Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study | Dec 30, 2021 | AttributeBenchmarking | CodeCode Available | 1 |
| A multi-schematic classifier-independent oversampling approach for imbalanced datasets | Jul 15, 2021 | Benchmarking | CodeCode Available | 1 |
| Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset | Jul 3, 2024 | BenchmarkingDiversity | CodeCode Available | 1 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 |
| Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization | May 27, 2025 | Benchmarking | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models | Dec 5, 2023 | BenchmarkingVisual Question Answering | CodeCode Available | 1 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| A Comprehensive Study of the Robustness for LiDAR-based 3D Object Detectors against Adversarial Attacks | Dec 20, 2022 | 3D Object DetectionBenchmarking | CodeCode Available | 1 |
| CheXphoto: 10,000+ Photos and Transformations of Chest X-rays for Benchmarking Deep Learning Robustness | Jul 13, 2020 | Benchmarking | CodeCode Available | 1 |
| CIDEr: Consensus-based Image Description Evaluation | Nov 20, 2014 | Action RecognitionAttribute | CodeCode Available | 1 |
| ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models | Nov 29, 2021 | BenchmarkingPhysical Simulations | CodeCode Available | 1 |
| Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes | Nov 22, 2021 | Benchmarking | CodeCode Available | 1 |
| A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis | Aug 12, 2021 | BenchmarkingMedical Image Analysis | CodeCode Available | 1 |
| Evaluating histopathology transfer learning with ChampKit | Jun 14, 2022 | BenchmarkingCell Detection | CodeCode Available | 1 |
| On the Detectability of ChatGPT Content: Benchmarking, Methodology, and Evaluation through the Lens of Academic Writing | Jun 7, 2023 | BenchmarkingPrompt Engineering | CodeCode Available | 1 |
