Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1152 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | pMNIST (test) | 25 | Apr 29, 2026 | ||
| Document Classification | Yelp Polarity | 25 | Feb 26, 2026 | ||
| Brain Tissue Segmentation | MRBrainS 2013 (test) | 25 | Feb 26, 2026 | ||
| span Semantic Role Labeling | CoNLL-2012 (OntoNotes) v5.0 (test) | 25 | Feb 26, 2026 | ||
| Relation Extraction | BioNLP ST k<=3 2016 | 25 | Feb 26, 2026 | ||
| Relation Extraction | BioNLP ST k<=2 2016 | 25 | Feb 26, 2026 | ||
| Relation Extraction | BioNLP ST k<=1 2016 | 25 | Feb 26, 2026 | ||
| Relation Extraction | BioNLP ST 2016 (k=0) | 25 | Feb 26, 2026 | ||
| Music Modeling | J.S. Bach Chorales 16th notes (val) | 25 | Feb 26, 2026 | ||
| Anomaly Detection | CIFAR-10 32x32x3 (test) | 25 | Feb 26, 2026 | ||
| Link Prediction | Yeast | 25 | May 28, 2026 | ||
| Shape Retrieval | ShapeNetCore55 SHREC2017 (test) | 25 | Feb 26, 2026 | ||
| Density Estimation | BSDS300 (test) | 25 | Feb 26, 2026 | ||
| Document Image Classification | RVL-CDIP 1.0 (test) | 25 | Feb 26, 2026 | ||
| Entity Linking | Derczynski | 25 | Feb 27, 2026 | ||
| Entity Linking | N3-RSS-500 | 25 | Feb 26, 2026 | ||
| Entity Linking | N3-Reuters-128 | 25 | Feb 26, 2026 | ||
| Medical Image Segmentation | colon polyp | 25 | May 19, 2026 | ||
| Monocular Depth Estimation | 360D (test) | 25 | Feb 26, 2026 | ||
| Grasp Detection | Cornell Dataset (image-wise) | 25 | Feb 26, 2026 | ||
| Text Classification | MPQA | 25 | Feb 26, 2026 | ||
| Image-to-Textual Recipe Retrieval | Recipe1M 1k items setup 1.0 | 25 | Feb 26, 2026 | ||
| Machine Translation | Multi30k Task1 en-fr | 25 | Feb 26, 2026 | ||
| Salient Object Detection | SOD 43 (test) | 25 | Feb 26, 2026 | ||
| Speech Recognition | CHiME-4 real (test) | 25 | Jun 5, 2026 |