Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1703 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Partial Dependence Plot (PDP) | IEEE-CIS | 19 | May 15, 2026 | ||
| Spatial planning | Sokoban | 19 | May 19, 2026 | ||
| Reranking | BEIR (test) | 19 | May 15, 2026 | ||
| Speech Classification | Speech Commands v1 | 19 | Jun 5, 2026 | ||
| Few-shot classification | CDD 5-way 1-shot | 19 | May 15, 2026 | ||
| Science | GPQA Diamond | 19 | Jun 9, 2026 | ||
| Probabilistic Marginal Forecasting | fev-bench marginal forecasting v0.7.0 | 19 | May 15, 2026 | ||
| Point Forecasting | fev-bench v0.7.0 | 19 | May 15, 2026 | ||
| Runtime Safety Monitoring | Waymo Open Motion Dataset (WOMD) | 19 | May 15, 2026 | ||
| Class-Incremental Learning | Stanford Cars B50 Inc10 (test) | 19 | Jun 25, 2026 | ||
| Trajectory-controlled human motion generation | KIT-ML (test) | 19 | May 14, 2026 | ||
| Cross-domain Offline Reinforcement Learning | MuJoCo HalfCheetah | 19 | May 26, 2026 | ||
| Link Prediction | DY | 19 | Jun 19, 2026 | ||
| Rare disease mention extraction | RareDis n=1,011 docs (test) | 19 | May 14, 2026 | ||
| Rare disease mention extraction | MIMIC3 RD Code n=79 docs (test) | 19 | May 14, 2026 | ||
| Rare disease mention extraction | MIMIC3-RD Entity n=117 docs (test) | 19 | May 14, 2026 | ||
| Open-Vocabulary Semantic Segmentation | Pascal Context PC60 with background | 19 | May 13, 2026 | ||
| Multivariate Time-series Classification | UEA Multivariate Time-series Archive HB | 19 | Jul 7, 2026 | ||
| Criticism Stance Detection | Criticism Stance Detection | 19 | May 13, 2026 | ||
| Language Toxicity Detection | Language Toxicity Detection | 19 | May 13, 2026 | ||
| Connectedness Presence | Connectedness Presence | 19 | May 13, 2026 | ||
| Dialog Breakdown Analysis | Dialog Breakdown Analysis | 19 | May 13, 2026 | ||
| Dialog Intent Classification | Dialog Intent | 19 | May 13, 2026 | ||
| Review Attribute Detection | Review Attribute Detection | 19 | May 13, 2026 | ||
| Business Proposal Evaluation | Business Proposal Evaluation | 19 | May 13, 2026 |