Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1566 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Calibration | CelebA ImageResNet (test) | 20 | May 12, 2026 | ||
| Multi-task evaluation | Aggregated Downstream Benchmark Suite math_500, GSM8K, IFEval, ARC, HellaSwag, MMLU, MBPP+, HumanEval+, WildGuard, HarmBench | 20 | May 12, 2026 | ||
| Assistant Response Generation | WildBench v2 | 20 | May 12, 2026 | ||
| Multivariate Time Series Anomaly Detection | SWaT | 20 | Jun 5, 2026 | ||
| MS Lesion Segmentation | MSLesSeg | 20 | May 12, 2026 | ||
| MS Lesion Segmentation | MSSEG 1 | 20 | May 12, 2026 | ||
| Language Understanding and Reasoning | MMLU Pro | 20 | May 12, 2026 | ||
| Instruction Tuning | TyDiQA | 20 | May 12, 2026 | ||
| Agentic Reasoning | LoCoMo | 20 | May 12, 2026 | ||
| Agentic Reasoning | ScienceWorld | 20 | May 12, 2026 | ||
| Agentic Reasoning | ALFWorld | 20 | May 12, 2026 | ||
| Lifestyle Classification | Longitudinal Wearable Sensor Waveforms | 20 | May 12, 2026 | ||
| Language Modeling | 25 M decoder | 20 | May 12, 2026 | ||
| Memorization Detection | AIME Math500 Perturbed distribution | 20 | May 12, 2026 | ||
| Memorization Detection | AIME Math500 Translated distribution | 20 | May 12, 2026 | ||
| Memorization Detection | AIME Math500 Rephrased distribution | 20 | May 12, 2026 | ||
| Memorization Detection | AIME Math500 Original distribution | 20 | May 12, 2026 | ||
| Agentic Reasoning | AndroidWorld | 20 | May 12, 2026 | ||
| Rollout Forecasting | BVE 30-trajectory (test) | 20 | May 12, 2026 | ||
| Micro-video recommendation | MicroLens-100K (test) | 20 | May 12, 2026 | ||
| Decoding | RTX 6000 Ada platform | 20 | May 12, 2026 | ||
| Decoding | RTX 4090 platform | 20 | May 12, 2026 | ||
| Decoding | DGX A100 platform | 20 | May 12, 2026 | ||
| Mathematical Reasoning | MATH-lighteval (M-LEval) (test) | 20 | May 12, 2026 | ||
| Clustering | PenBased | 20 | May 12, 2026 |