| DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information | Jan 10, 2025 | BenchmarkingData Augmentation | CodeCode Available | 1 | 5 |
| AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery | Oct 31, 2024 | BenchmarkingCloud Removal | CodeCode Available | 1 | 5 |
| Benchmarking Offline Reinforcement Learning on Real-Robot Hardware | Jul 28, 2023 | Benchmarkingreinforcement-learning | CodeCode Available | 1 | 5 |
| Benchmarking emergency department triage prediction models with machine learning and large public electronic health records | Nov 22, 2021 | Benchmarking | CodeCode Available | 1 | 5 |
| Automatic sleep stage classification with deep residual networks in a mixed-cohort setting | Aug 21, 2020 | Automatic Sleep Stage ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning | Dec 11, 2023 | BenchmarkingHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| Benchmarking: Past, Present and Future | Aug 1, 2021 | BenchmarkingReading Comprehension | CodeCode Available | 1 | 5 |
| Benchmarking Omni-Vision Representation through the Lens of Visual Realms | Jul 14, 2022 | BenchmarkingContrastive Learning | CodeCode Available | 1 | 5 |
| DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models | May 20, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations | Oct 17, 2023 | BenchmarkingEmotion Recognition | CodeCode Available | 1 | 5 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 | 5 |
| DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity | Aug 11, 2023 | BenchmarkingDiversity | CodeCode Available | 1 | 5 |
| A Ladder of Causal Distances | May 5, 2020 | BenchmarkingCausal Discovery | CodeCode Available | 1 | 5 |
| ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging | Apr 30, 2024 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| Atom-Level Optical Chemical Structure Recognition with Limited Supervision | Apr 2, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 | 5 |
| DFGC 2022: The Second DeepFake Game Competition | Jun 30, 2022 | BenchmarkingFace Swapping | CodeCode Available | 1 | 5 |
| Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones | Nov 5, 2023 | Benchmarking | CodeCode Available | 1 | 5 |
| BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models | Jun 2, 2023 | BenchmarkingLanguage Acquisition | CodeCode Available | 1 | 5 |
| Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective | Oct 8, 2024 | AttributeBenchmarking | CodeCode Available | 1 | 5 |
| dMelodies: A Music Dataset for Disentanglement Learning | Jul 29, 2020 | BenchmarkingDisentanglement | CodeCode Available | 1 | 5 |
| Benchmarking Quantized Neural Networks on FPGAs with FINN | Feb 2, 2021 | BenchmarkingQuantization | CodeCode Available | 1 | 5 |
| Detecting beats in the photoplethysmogram: benchmarking open-source algorithms | Jul 19, 2022 | BenchmarkingPhotoplethysmography (PPG) beat detection | CodeCode Available | 1 | 5 |
| Benchmarking Large Language Models on CMExam -- A Comprehensive Chinese Medical Exam Dataset | Jun 5, 2023 | BenchmarkingMultiple-choice | CodeCode Available | 1 | 5 |
| DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios | Oct 31, 2024 | BenchmarkingLLM-generated Text Detection | CodeCode Available | 1 | 5 |
| Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers | Jul 3, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Descending through a Crowded Valley — Benchmarking Deep Learning Optimizers | Jan 1, 2021 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| EvalCrafter: Benchmarking and Evaluating Large Video Generation Models | Oct 17, 2023 | BenchmarkingLanguage Modelling | CodeCode Available | 1 | 5 |
| Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering | Aug 31, 2023 | BenchmarkingDataset Generation | CodeCode Available | 1 | 5 |
| Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining | Nov 22, 2017 | Benchmarkingfeature selection | CodeCode Available | 1 | 5 |
| Evaluating Attribution for Graph Neural Networks | Dec 1, 2020 | Benchmarking | CodeCode Available | 1 | 5 |
| Benchmarking Large Language Models on Controllable Generation under Diversified Instructions | Jan 1, 2024 | BenchmarkingInstruction Following | CodeCode Available | 1 | 5 |
| A Japanese Dataset for Subjective and Objective Sentiment Polarity Classification in Micro Blog Domain | Jun 1, 2022 | BenchmarkingEmotion Recognition | CodeCode Available | 1 | 5 |
| Benchmarking Large Multimodal Models against Common Corruptions | Jan 22, 2024 | BenchmarkingImage to text | CodeCode Available | 1 | 5 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Study of the Robustness for LiDAR-based 3D Object Detectors against Adversarial Attacks | Dec 20, 2022 | 3D Object DetectionBenchmarking | CodeCode Available | 1 | 5 |
| Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions | Feb 28, 2024 | BenchmarkingMultiple-choice | CodeCode Available | 1 | 5 |
| Benchmarking Robustness of 3D Object Detection to Common Corruptions | Jan 1, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| DexArt: Benchmarking Generalizable Dexterous Manipulation with Articulated Objects | May 9, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs | Nov 5, 2022 | AttributeBenchmarking | CodeCode Available | 1 | 5 |
| A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis | Aug 12, 2021 | BenchmarkingMedical Image Analysis | CodeCode Available | 1 | 5 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Benchmarking Robustness to Adversarial Image Obfuscations | Jan 30, 2023 | Benchmarking | CodeCode Available | 1 | 5 |
| Beacon, a lightweight deep reinforcement learning benchmark library for flow control | Feb 27, 2024 | BenchmarkingCPU | CodeCode Available | 1 | 5 |
| Experimental Validation of Ultrasound Beamforming with End-to-End Deep Learning for Single Plane Wave Imaging | Apr 22, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| Explainable Benchmarking for Iterative Optimization Heuristics | Jan 31, 2024 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency | Jun 14, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| Benchmarking Large Language Models for News Summarization | Jan 31, 2023 | BenchmarkingNews Summarization | CodeCode Available | 1 | 5 |
