Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1050 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Byzantine Attack Detection | FashionMNIST (test) | 26 | May 19, 2026 | ||
| Byzantine Attack Detection | MNIST | 26 | May 19, 2026 | ||
| Byzantine Client Detection | CIFAR-10 (test) | 26 | May 19, 2026 | ||
| Machine Translation | FLORES-200 (devtest) | 26 | May 18, 2026 | ||
| Image Classification | RotatedMNIST | 26 | Jun 25, 2026 | ||
| ECG Segmentation | Zhejiang 1/2 labeled ratio | 26 | May 18, 2026 | ||
| ECG Segmentation | Zhejiang 1/4 labeled ratio | 26 | May 18, 2026 | ||
| ECG Segmentation | Zhejiang 1/8 labeled ratio | 26 | May 18, 2026 | ||
| ECG Segmentation | Zhejiang 1/16 labeled ratio | 26 | May 18, 2026 | ||
| ECG Segmentation | QTDB S1 (1/2 (N=222)) | 26 | May 18, 2026 | ||
| ECG Segmentation | QTDB S1 (1/4 (N=114)) | 26 | May 18, 2026 | ||
| ECG Segmentation | QTDB S1 (1/8 (N=56)) | 26 | May 18, 2026 | ||
| ECG Segmentation | QTDB S1 (1/16 (N=22)) | 26 | May 18, 2026 | ||
| ECG segmentation | LUDB 1/16 labeled ratio N=84 | 26 | May 18, 2026 | ||
| Mathematical Reasoning | Olympiad Bench | 26 | May 26, 2026 | ||
| Utility Prediction Routing | MathVista | 26 | May 18, 2026 | ||
| Utility Prediction Routing | Blink | 26 | May 18, 2026 | ||
| Predictive LLM Routing | OpenLLM | 26 | May 18, 2026 | ||
| Predictive LLM Routing | HELM Lite | 26 | May 18, 2026 | ||
| Predictive LLM Routing | AlpacaEval | 26 | May 18, 2026 | ||
| Vertex Cover | VC-20-50 small (test) | 26 | May 15, 2026 | ||
| Selection | SEL-20-50 small (test) | 26 | May 15, 2026 | ||
| Aggregate LLM Evaluation | Aggregate (MATH, GSM8K, H_Eval, MMLU, CEVAL, CMMLU, BoolQ, CSQA) | 26 | May 15, 2026 | ||
| Offline Video Understanding | MLVU v1 (test) | 26 | May 15, 2026 | ||
| Entity Regression | RelBench V1 | 26 | Jul 8, 2026 |