Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1102 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | ImageNet V2 | 25 | Jun 8, 2026 | ||
| Multivariate Time Series Anomaly Detection | PSM | 25 | Jun 5, 2026 | ||
| Robotic Manipulation | RoboTwin 2.0 (Average) | 25 | Jul 8, 2026 | ||
| UAV Path Planning | Simulated UAV path planning instances Complete Roadmap 1.0 (test) | 25 | Jun 5, 2026 | ||
| Roadmap-based Path Planning | Randomly generated 10km x 10km plane instances Reduced Roadmap 10 (test) | 25 | Jun 5, 2026 | ||
| Sparse Linear Regression | Simulated Sparse Linear Regression Instances | 25 | Jun 5, 2026 | ||
| Sparse Regression | Simulated Sparse Regression Data | 25 | Jun 5, 2026 | ||
| Domain Adaptation | SynDigits -> MNIST (test) | 25 | Jun 4, 2026 | ||
| Stack | ManiSkill 3 | 25 | Jun 4, 2026 | ||
| Causal Discovery | SWaT | 25 | Jun 23, 2026 | ||
| Hyperspectral Unmixing | Simulated Dataset | 25 | Jun 4, 2026 | ||
| Language Modeling | Instruction-tuned models aggregate | 25 | Jun 2, 2026 | ||
| Causal Discovery | Synthetic Time Series - LSNM Exp. Fam. | 25 | Jun 2, 2026 | ||
| Causal Discovery | Synthetic Time Series - ANM Exp. Fam. | 25 | Jun 2, 2026 | ||
| Causal Discovery | Synthetic Time Series - SVAR Exp. Fam. | 25 | Jun 2, 2026 | ||
| Causal Discovery | Synthetic Time Series SVAR (Gauss.) | 25 | Jun 2, 2026 | ||
| Math | MATH 500 | 25 | Jun 16, 2026 | ||
| Graph Alignment | Yeast PPI real-world networks | 25 | Jun 2, 2026 | ||
| Multi-Agent Orchestration | IWG | 25 | Jun 2, 2026 | ||
| Long-context code reasoning | InfiniteBench Code-Debug (test) | 25 | Jun 2, 2026 | ||
| Referring Segmentation | MTRefSeg-21K v1 (val) | 25 | Jun 2, 2026 | ||
| Change Referring Segmentation | MTRefSeg-21K NS (val) | 25 | Jun 2, 2026 | ||
| Referring Temporal Change Segmentation | MTRefSeg-21K v1 | 25 | Jun 2, 2026 | ||
| Synthetic Network Generation | Yelp | 25 | Jun 2, 2026 | ||
| Question Answering | Household (full) | 25 | Jun 2, 2026 |