Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 920 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Depth Prediction | KITTI original (Eigen split) | 29 | Feb 26, 2026 | ||
| Offline Reinforcement Learning | D4RL HalfCheetah Med-Replay v2 | 29 | Feb 26, 2026 | ||
| Sentence Pair Classification | LCQMC (test) | 29 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 19-1 setting 2012 (val) | 29 | Feb 26, 2026 | ||
| Anomaly Localization | BTAD | 29 | Apr 15, 2026 | ||
| Knowledge Graph Reasoning | FB15k-237 (test) | 29 | Apr 8, 2026 | ||
| Emotion Recognition | RAVDESS (test) | 29 | Mar 24, 2026 | ||
| Offline Reinforcement Learning | D4RL Adroit (expert, human) | 29 | Feb 26, 2026 | ||
| Video Classification | HMDB-51 | 29 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Step-Imbalance | 29 | Apr 27, 2026 | ||
| Speech Translation | MuST-C (test) | 29 | Feb 26, 2026 | ||
| Machine Translation | WMT English-German (EN-DE) 2014 (newstest2014) | 29 | Feb 26, 2026 | ||
| Digit Recognition | Digits SVHN, MNIST, USPS (test) | 29 | Apr 7, 2026 | ||
| Machine Translation | Sumerian-English | 29 | Feb 26, 2026 | ||
| Unsupervised constituency parsing | WSJ (test) | 29 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes w/o coarse | 29 | Feb 26, 2026 | ||
| MRI Reconstruction | fastMRI knee (val) | 29 | Jul 3, 2026 | ||
| Audio-Visual Speech Separation | LRS3 (test) | 29 | Mar 12, 2026 | ||
| Continual Learning | TinyImageNet 25-split | 29 | Feb 26, 2026 | ||
| Multivariate Time-series Forecasting | Solar (test) | 29 | Feb 26, 2026 | ||
| Graph Classification | REDDIT-MULTI-12K (RDT-M12) | 29 | Jun 26, 2026 | ||
| Ad-hoc Video Search | TRECVID (TV16) 2016 (test) | 29 | Feb 26, 2026 | ||
| Action Quality Assessment | MTL-AQA (test) | 29 | Feb 26, 2026 | ||
| Action segmentation | COIN | 29 | Feb 27, 2026 | ||
| Trajectory Prediction | Argoverse (val) | 29 | Mar 9, 2026 |