Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1126 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | MNIST digits 8 and 9 | 25 | Feb 26, 2026 | ||
| Semi-Supervised Classification | MNIST digits 8, 9 n=10000 (unlabeled points) | 25 | Feb 26, 2026 | ||
| Semi-supervised Binary Classification | MNIST, Fashion MNIST, Ring-of-Gaussians, Magic Gamma Telescope, CIFAR-10 | 25 | Feb 26, 2026 | ||
| Classification | Magic | 25 | Feb 26, 2026 | ||
| MRI Reconstruction | fastMRI Brain v1.0 (test) | 25 | Feb 26, 2026 | ||
| OR-PAM Registration | OR-PAM-Reg 4K (test) | 25 | Feb 26, 2026 | ||
| Audio Assessment Correlation | RELATE | 25 | Feb 26, 2026 | ||
| Audio Reconstruction | LibriSpeech clean (test) | 25 | Jun 16, 2026 | ||
| Keyword Spotting | LibriPhrase Hard (LPH) | 25 | Jun 11, 2026 | ||
| Audio Visual Question Answering | Music-AVQA | 25 | Apr 7, 2026 | ||
| Sound Classification | FSD Kaggle 18 | 25 | Jun 26, 2026 | ||
| Audio Understanding | MMAR (comprehensive evaluation) | 25 | Apr 15, 2026 | ||
| Vehicle Trajectory Prediction | NGSIM (test) | 25 | Apr 20, 2026 | ||
| Planning | NAVSIM | 25 | Mar 20, 2026 | ||
| Robot Manipulation | MetaWorld Hard (6 tasks) | 25 | May 18, 2026 | ||
| Robot Manipulation | MetaWorld Medium 11 tasks | 25 | May 18, 2026 | ||
| Continual Learning | LIBERO Object | 25 | Jun 26, 2026 | ||
| Multi-Task learning | LIBERO | 25 | Jun 26, 2026 | ||
| Gesture Recognition | DVS Gesture | 25 | Jul 1, 2026 | ||
| Video Classification | Kinetics 50-C | 25 | Mar 4, 2026 | ||
| Circuit Optimization | Charge Pump circuit | 25 | Feb 26, 2026 | ||
| Circuit Optimization | LDO circuit | 25 | Feb 26, 2026 | ||
| Circuit Optimization | FDDSD Gm circuit | 25 | Feb 26, 2026 | ||
| Circuit Optimization | Bandgap circuit | 25 | Feb 26, 2026 | ||
| Circuit Optimization | Three-stage circuit | 25 | Feb 26, 2026 |