Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2070 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| retinal vessel segmentation | HRF | 17 | Feb 26, 2026 | ||
| Document-level Relation Extraction | Re-DocRED 1.0 (dev) | 17 | Feb 26, 2026 | ||
| Image Classification | MHIST | 17 | Apr 20, 2026 | ||
| Long Video Understanding | LongVideoBench (LongVB) | 17 | Feb 26, 2026 | ||
| Universal Image Embedding | UnED 1.0 (test) | 17 | Feb 26, 2026 | ||
| Image-Text Matching | CC-Neg | 17 | Feb 26, 2026 | ||
| Knowledge-based Visual Question Answering | Infoseek (test) | 17 | Jun 29, 2026 | ||
| Highlight Detection | TVSum (test) | 17 | Feb 26, 2026 | ||
| Automatic Speech Recognition | Fleurs en (test) | 17 | Feb 26, 2026 | ||
| Image Quality Assessment | PIPAL (full) | 17 | Feb 26, 2026 | ||
| Video Action Detection | JHMDB21 1.0 (test) | 17 | Feb 26, 2026 | ||
| Video Action Detection | UCF101-24 1.0 (test) | 17 | Feb 26, 2026 | ||
| Polyp Segmentation | CVC | 17 | Feb 26, 2026 | ||
| Zero-shot Reasoning and Language Modeling | LLM Foundational Capabilities (SciQ, PIQA, Winogrande, ARC, HellaSwag, LogiQA, BoolQ, LAMBADA) zero-shot | 17 | Feb 26, 2026 | ||
| Logical Reasoning | PrOntoQA | 17 | May 13, 2026 | ||
| Tabular Data Synthesis | Adult | 17 | Mar 25, 2026 | ||
| Visual Object Tracking | LaSOText 1.0 (test) | 17 | Feb 26, 2026 | ||
| Image Super-Resolution | DRealSR (test) | 17 | Feb 26, 2026 | ||
| Dynamic Scene Novel View Synthesis | NVIDIA video dataset average over all scenes 112 | 17 | Feb 26, 2026 | ||
| Video Salient Object Detection | ViSal (full) | 17 | Feb 26, 2026 | ||
| Diagram Editing | DiagramGenBenchmark 1.0 (test) | 17 | Feb 26, 2026 | ||
| Diagram Generation | Code Agent | 17 | Feb 26, 2026 | ||
| Text Classification | Disaster | 17 | Feb 26, 2026 | ||
| Visual Question Answering | ScienceQA (SQA^I) (test) | 17 | Feb 26, 2026 | ||
| Classification | Handwriting | 17 | Feb 26, 2026 |