Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1904 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Risky Sample Transferability | CIFAR-100 | 18 | Feb 26, 2026 | ||
| Subgroup Discovery | AIDS-CD4 | 18 | Feb 26, 2026 | ||
| Clustering | USPS | 18 | Jul 9, 2026 | ||
| Blind Face Restoration | CelebA | 18 | Mar 9, 2026 | ||
| Semantic Validation | Spider 2.0 | 18 | Feb 26, 2026 | ||
| Model Learning from Noisy Data | SWE (Shallow Water Equations) system | 18 | Feb 26, 2026 | ||
| Classification | VGGS | 18 | Feb 26, 2026 | ||
| Classification | NYU-D | 18 | Feb 26, 2026 | ||
| Classification | LLVIP | 18 | Feb 26, 2026 | ||
| Classification | TVL | 18 | Feb 26, 2026 | ||
| Open-set Semi-Supervised Learning | CIFAR100 corrupted (test) | 18 | Feb 26, 2026 | ||
| Open-set Semi-Supervised Learning | CIFAR10 Corrupted (test) | 18 | Feb 26, 2026 | ||
| Time Series Forecasting | Electricity | 18 | Feb 26, 2026 | ||
| Online time series forecasting | WTH (Online evaluation phase) | 18 | Feb 26, 2026 | ||
| Online time series forecasting | ETTm2 (Online evaluation phase) | 18 | Feb 26, 2026 | ||
| Online time series forecasting | ETTm1 (Online evaluation phase) | 18 | Feb 26, 2026 | ||
| Online time series forecasting | ETTh2 (Online evaluation phase) | 18 | Feb 26, 2026 | ||
| Online time series forecasting | ETTh1 (Online evaluation phase) | 18 | Feb 26, 2026 | ||
| Online time series forecasting | ECL (Online evaluation phase) | 18 | Feb 26, 2026 | ||
| Adversarial Robustness | GTSRB (test) | 18 | Feb 26, 2026 | ||
| Poisoning Attack Control | CIFAR10 Conv8 (test) | 18 | Feb 26, 2026 | ||
| Node Classification | Cora | 18 | Feb 26, 2026 | ||
| Question Answering | WebGPT | 18 | Feb 26, 2026 | ||
| Preference Alignment Evaluation | Pairwise | 18 | Feb 26, 2026 | ||
| Text Summarization | Summarize | 18 | Feb 26, 2026 |