Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1825 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Visual Search and Perception-intensive Reasoning | HR-Bench 4K | 18 | May 19, 2026 | ||
| Fine-grained Image Hashing | NUS-WIDE (test) | 18 | May 19, 2026 | ||
| Web-search reasoning | Web-search reasoning suite (HotpotQA, 2Wiki, MuSiQue) (test) | 18 | May 19, 2026 | ||
| Time Series Forecasting | EPF (test) | 18 | May 19, 2026 | ||
| Marginal Distribution Alignment | News | 18 | May 19, 2026 | ||
| Tabular Data Synthesis | News | 18 | May 19, 2026 | ||
| Tabular Data Synthesis | News | 18 | May 19, 2026 | ||
| Network Traffic Classification | CICIDS i.i.d. settings 2017 | 18 | May 19, 2026 | ||
| Network Traffic Classification | NUDT-Mobile i.i.d. settings | 18 | May 19, 2026 | ||
| Network Traffic Classification | CipherSpectrum i.i.d. settings | 18 | May 19, 2026 | ||
| Binary Histopathology Classification | BRCA | 18 | May 19, 2026 | ||
| Histopathology Classification | PANDA | 18 | May 19, 2026 | ||
| Binary Histopathology Subtyping Classification | NSCLC | 18 | May 19, 2026 | ||
| 7-class Histopathology Classification | BRACS | 18 | May 19, 2026 | ||
| Machine Unlearning | CIFAR-10 10% random data removal | 18 | May 19, 2026 | ||
| Sparse Matrix Reordering | SuiteSparse 2D/3D Problem - M (test) | 18 | May 19, 2026 | ||
| Image Inpainting | High-resolution Image Editing 75% Edit Ratio | 18 | May 19, 2026 | ||
| Image Inpainting | High-resolution Image Editing 50% Edit Ratio | 18 | May 19, 2026 | ||
| Image Inpainting | High-resolution Image Editing 25% Edit Ratio | 18 | May 19, 2026 | ||
| Chemistry Diagram-Grounded Reasoning | OCRD-Bench | 18 | May 19, 2026 | ||
| Software Engineering Task Completion | SWE-bench | 18 | May 19, 2026 | ||
| Hypergraph Generation | NDC-substances | 18 | May 19, 2026 | ||
| Hypergraph Generation | contact-primary-school (test) | 18 | May 19, 2026 | ||
| Change Detection | Sulzberger dataset | 18 | May 19, 2026 | ||
| Faithfulness of identified regions | PASCAL VOC | 18 | May 19, 2026 |