Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1154 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Collaborative Filtering | MovieLens 1M (test) | 25 | Feb 26, 2026 | ||
| Group activity recognition | Collective Activity Dataset | 25 | Feb 26, 2026 | ||
| Image Classification | MNIST to MNIST-M (test) | 25 | Feb 26, 2026 | ||
| End-to-End Text Spotting | ICDAR 2013 (test) | 25 | Feb 26, 2026 | ||
| Class Prediction | Transcriptomic Label Prediction (test) | 25 | Feb 26, 2026 | ||
| Subclass Prediction | Transcriptomic Label Prediction (test) | 25 | Feb 26, 2026 | ||
| RNA structure prediction | TSsameSeq (test) | 25 | Feb 26, 2026 | ||
| Regression | MoleculeNet BACE (test) | 25 | May 14, 2026 | ||
| Graph Classification | COX2-MD | 25 | Feb 26, 2026 | ||
| EEG emotion recognition | SEED (subject-dependent) | 25 | Mar 13, 2026 | ||
| Out-of-distribution detection | ImageNet-1k vs iNaturalist | 25 | Apr 30, 2026 | ||
| Regression | UCI KIN8NM (test) | 25 | Apr 30, 2026 | ||
| PDE solving | Allen-Cahn equation | 25 | Jun 16, 2026 | ||
| Regression | E2006 tfidf | 25 | Feb 26, 2026 | ||
| Global Optimization | F2 benchmark function | 25 | May 15, 2026 | ||
| Object Hallucination Detection | FOIL-COCO (test) | 25 | Apr 21, 2026 | ||
| Permuted Pixel-by-Pixel MNIST Classification | Permuted MNIST (pMNIST) pixel-by-pixel (test) | 25 | Feb 26, 2026 | ||
| Temporal Point Process modeling | Reddit real-world (test) | 25 | Feb 26, 2026 | ||
| Temporal Point Process modeling | MOOC real-world (test) | 25 | Feb 26, 2026 | ||
| Temporal Point Process modeling | Hawkes2 synthetic (test) | 25 | Jul 3, 2026 | ||
| Temporal Point Process modeling | Hawkes1 synthetic (test) | 25 | Jul 3, 2026 | ||
| Metal Artifact Reduction | Synthesized Data Small Metal | 25 | Feb 26, 2026 | ||
| Metal Artifact Reduction | Synthesized Data Large Metal | 25 | Feb 26, 2026 | ||
| Density Estimation | GAS d=8; N=1,052,065 (test) | 25 | Feb 26, 2026 | ||
| Partial Relevance Video Retrieval | TVR (test) | 25 | Feb 26, 2026 |