| Confident or Seek Stronger: Exploring Uncertainty-Based On-device LLM Routing From Benchmarking to Generalization | Feb 6, 2025 | BenchmarkingUncertainty Quantification | —Unverified | 0 |
| Verifiable Format Control for Large Language Model Generations | Feb 6, 2025 | BenchmarkingInstruction Following | —Unverified | 0 |
| PINT: Physics-Informed Neural Time Series Models with Applications to Long-term Inference on WeatherBench 2m-Temperature Data | Feb 6, 2025 | BenchmarkingTime Series | CodeCode Available | 0 |
| Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs | Feb 6, 2025 | BenchmarkingEpidemiology | CodeCode Available | 0 |
| EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models | Feb 6, 2025 | BenchmarkingEmotional Intelligence | —Unverified | 0 |
| Energy & Force Regression on DFT Trajectories is Not Enough for Universal Machine Learning Interatomic Potentials | Feb 5, 2025 | Benchmarking | —Unverified | 0 |
| Optimal PMU Placement for Kalman Filtering of DAE Power System Models | Feb 5, 2025 | BenchmarkingState Estimation | —Unverified | 0 |
| xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods | Feb 5, 2025 | Benchmarking | —Unverified | 0 |
| Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications | Feb 5, 2025 | BenchmarkingFeature Engineering | —Unverified | 0 |
| TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics | Feb 5, 2025 | BenchmarkingLink Prediction | CodeCode Available | 0 |
| MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf | Feb 5, 2025 | BenchmarkingScheduling | —Unverified | 0 |
| LadderMIL: Multiple Instance Learning with Coarse-to-Fine Self-Distillation | Feb 4, 2025 | BenchmarkingClassification | —Unverified | 0 |
| No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets | Feb 4, 2025 | AllBenchmarking | CodeCode Available | 0 |
| Evalita-LLM: Benchmarking Large Language Models on Italian | Feb 4, 2025 | BenchmarkingMultiple-choice | —Unverified | 0 |
| A comparison of translation performance between DeepL and Supertext | Feb 4, 2025 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models | Feb 4, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| Dynamic benchmarking framework for LLM-based conversational data capture | Feb 4, 2025 | Benchmarking | —Unverified | 0 |
| MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation | Feb 3, 2025 | BenchmarkingFairness | —Unverified | 0 |
| SE Arena: An Interactive Platform for Evaluating Foundation Models in Software Engineering | Feb 3, 2025 | BenchmarkingCode Generation | —Unverified | 0 |
| EdgeMark: An Automation and Benchmarking System for Embedded Artificial Intelligence Tools | Feb 3, 2025 | Benchmarking | —Unverified | 0 |
| Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities | Feb 3, 2025 | BenchmarkingLarge Language Model | —Unverified | 0 |
| Learned Bayesian Cramér-Rao Bound for Unknown Measurement Models Using Score Neural Networks | Feb 2, 2025 | Benchmarking | CodeCode Available | 0 |
| True Online TD-Replan(lambda) Achieving Planning through Replaying | Jan 31, 2025 | Benchmarking | —Unverified | 0 |
| MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding | Jan 30, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| Fine-tuning LLaMA 2 interference: a comparative study of language implementations for optimal efficiency | Jan 30, 2025 | BenchmarkingLanguage Modeling | —Unverified | 0 |