Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1420 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Node Classification | Cora 4% label rate | 22 | Feb 26, 2026 | ||
| Node Classification | CiteSeer 5% label rate | 22 | Feb 26, 2026 | ||
| Node Classification | CiteSeer (4% label rate) | 22 | Feb 26, 2026 | ||
| Semantic Role Labeling | CoNLL 2005 (dev) | 22 | Feb 26, 2026 | ||
| Sentence Classification | MPQA (test) | 22 | Jun 2, 2026 | ||
| Clustering | FRGC | 22 | Feb 26, 2026 | ||
| Gaussian Denoising | BSD68 original (test) | 22 | Feb 26, 2026 | ||
| Visual Question Answering | CLEVR-Humans 1.0 (test) | 22 | Feb 26, 2026 | ||
| Predicate Classification | Visual Genome 1.0 (test) | 22 | Feb 26, 2026 | ||
| Paragraph Generation | Stanford Paragraph Dataset (test) | 22 | Feb 26, 2026 | ||
| Orientation Estimation | KITTI (test) | 22 | Feb 26, 2026 | ||
| Machine Translation | IWSLT 2014 | 22 | Mar 12, 2026 | ||
| Phrase localization | ReferItGame | 22 | Feb 26, 2026 | ||
| Dialog | bAbI dialog 1.0 (OOV) | 22 | Feb 26, 2026 | ||
| Image Denoising | 68-image dataset sigma=15 (test) | 22 | Feb 26, 2026 | ||
| Image Super-resolution | BSD100 s=4 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Standard data augmentation (test) | 22 | Feb 26, 2026 | ||
| Part-of-Speech Tagging | UD Average 1.2 (test) | 22 | Feb 26, 2026 | ||
| Text classification | Pubmed standard (test) | 22 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 400 labels per class (test) | 22 | Feb 26, 2026 | ||
| Visual Question Answering | DAQUAR-ALL full (test) | 22 | Feb 26, 2026 | ||
| Scene labeling | CamVid 468/233 (test) | 22 | Feb 26, 2026 | ||
| Relation Extraction | ACE bc 2005 (test) | 22 | Feb 26, 2026 | ||
| Scene Text Recognition | ICDAR case-insensitive 2013 (test) | 22 | Feb 26, 2026 | ||
| Drug-Target Interaction Prediction | Human | 22 | May 29, 2026 |