Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1727 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multimodal Search | MMSearch | 19 | Apr 15, 2026 | ||
| Video Summarization | SumMe 5FCV (traditional train val (TV)) | 19 | Mar 4, 2026 | ||
| Mathematical Reasoning | AIME 2026 | 19 | May 21, 2026 | ||
| General Performance | Overall | 19 | Mar 4, 2026 | ||
| Commonsense | HellaSwag 10-shot | 19 | Mar 4, 2026 | ||
| Anomaly Detection | AIDS | 19 | May 12, 2026 | ||
| Visual Reasoning | VLM2-Bench | 19 | Mar 4, 2026 | ||
| Multi-modal Reasoning | MUIRBENCH | 19 | Mar 4, 2026 | ||
| Anomaly Localization | M3-AD Average across scenes | 19 | Mar 4, 2026 | ||
| Anomaly Type Classification | M3-AD Average across scenes | 19 | Mar 4, 2026 | ||
| Anomaly Localization | M3-AD Electronic Scene | 19 | Mar 4, 2026 | ||
| Anomaly Type Classification | M3-AD Electronic Scene | 19 | Mar 4, 2026 | ||
| Anomaly Localization | M3-AD Workpiece Scene | 19 | Mar 4, 2026 | ||
| Anomaly Type Classification | M3-AD Workpiece Scene | 19 | Mar 4, 2026 | ||
| Anomaly Localization | M3-AD Texture Scene | 19 | Mar 4, 2026 | ||
| Anomaly Type Classification | M3-AD Texture Scene | 19 | Mar 4, 2026 | ||
| Instruction Following | IFBench | 19 | Mar 27, 2026 | ||
| Regression | MoleculeNet ESOL | 19 | May 14, 2026 | ||
| Text-to-image generation | COCO 5K | 19 | Mar 4, 2026 | ||
| LTL Instruction Following | Letter Finite-horizon (full) | 19 | Feb 27, 2026 | ||
| Grid-based Spatio-Temporal Forecasting | Traffic-SH (Short-term) | 19 | Feb 27, 2026 | ||
| Forecasting | TFB (Other) | 19 | Feb 27, 2026 | ||
| Forecasting | TFB Hourly | 19 | Feb 27, 2026 | ||
| Forecasting | TFB Daily | 19 | Feb 27, 2026 | ||
| Forecasting | TFB Weekly | 19 | Feb 27, 2026 |