Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1385 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Traffic Classification | CipherSpectrum | 22 | May 19, 2026 | ||
| Long-term Multivariate Forecasting | ECL horizon 96 (test) | 22 | Feb 26, 2026 | ||
| Group Robustness | CheXpert (test) | 22 | Feb 26, 2026 | ||
| Edge estimation | Synthetic tensor time series | 22 | Feb 26, 2026 | ||
| Math | CMATH | 22 | Apr 28, 2026 | ||
| Time Series Forecasting | Weather | 22 | Mar 31, 2026 | ||
| Image Classification | SVHN Dp: ImageNet (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet 20 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | GTSRB Dp: ImageNet (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ANIMALS10 Dp: ImageNet (downstream test) | 22 | Feb 26, 2026 | ||
| Image Classification | STL10 Dp: ImageNet (test) | 22 | Feb 26, 2026 | ||
| Image Classification | SVHN Dp: CIFAR10 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | GTSRB Dp: CIFAR10 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ANIMALS10 CIFAR10 downstream (test) | 22 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 downstream (test) | 22 | Feb 26, 2026 | ||
| Univariate Time Series Anomaly Detection | CIMIS44AirTemperature UCR Archive (test) | 22 | Feb 26, 2026 | ||
| Univariate Time Series Anomaly Detection | ECG UCR Archive (test) | 22 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | OpenOOD ImageNet-1K v1 (test) | 22 | Feb 26, 2026 | ||
| Language Modeling | The Pile deduplicated (val) | 22 | Feb 26, 2026 | ||
| Active Learning Regression | PartMC target χa (test) | 22 | Feb 26, 2026 | ||
| Boolean Matrix Factorization Completion | hep/tis missing entries from Table 3 | 22 | Feb 26, 2026 | ||
| Sequential Recommendation | KuaiRand | 22 | May 20, 2026 | ||
| Label-Conditional Recommendation | RecIF-Bench Label-Cond. Rec | 22 | Apr 27, 2026 | ||
| Product Recommendation | RecIF-Bench Product Rec | 22 | Apr 27, 2026 | ||
| Ad Recommendation | RecIF-Bench Ad Rec | 22 | Apr 27, 2026 |