Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2005 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Temporal language grounding | QVHighlights (test) | 17 | May 13, 2026 | ||
| Regression | Diabetes dataset | 17 | May 19, 2026 | ||
| Zero-shot Evaluation | 0-shot | 17 | May 13, 2026 | ||
| Table Question Answering | TAT-QA | 17 | May 13, 2026 | ||
| Language Modeling | WikiText-103 | 17 | Jun 24, 2026 | ||
| Classification | ScanObjectNN v2 | 17 | May 12, 2026 | ||
| Web interaction | Mind2Web (cross-website) | 17 | Jun 24, 2026 | ||
| Closed-loop End-to-End Autonomous Driving | Bench2Drive (base set) | 17 | May 12, 2026 | ||
| Streaming Video Understanding | OVO-Bench RealStreamEval protocol | 17 | May 12, 2026 | ||
| Image Retrieval | Stanford Cars 196 | 17 | May 12, 2026 | ||
| Pairwise relationship classification | Street-view fine-tuning dataset (test) | 17 | May 12, 2026 | ||
| Constraint Satisfaction | Gears World | 17 | May 12, 2026 | ||
| Language Agent Task | TextCraft | 17 | Jun 25, 2026 | ||
| Multimodal Role-playing | MMRole (out-of-domain) | 17 | May 12, 2026 | ||
| Multi-modal Role-playing | MMRole in-domain | 17 | May 12, 2026 | ||
| Causal Discovery | PROCAUEVAL Deprivation 1.0 | 17 | May 12, 2026 | ||
| Causal Discovery | PROCAUEVAL Incongruence 1.0 | 17 | May 12, 2026 | ||
| Causal Discovery | PROCAUEVAL Plausibility 1.0 | 17 | May 12, 2026 | ||
| Causal Discovery | PROCAUEVAL Veridicality 1.0 | 17 | May 12, 2026 | ||
| Planning | Two-Room | 17 | Jun 26, 2026 | ||
| Machine Translation Meta-evaluation | WMT EN-UK 2025 | 17 | May 12, 2026 | ||
| Machine Translation Meta-evaluation | WMT EN-JA 2025 | 17 | May 12, 2026 | ||
| Machine Translation Meta-evaluation | WMT EN-ZH 2025 | 17 | May 12, 2026 | ||
| Machine Translation Meta-evaluation | WMT EN-CS 2025 | 17 | May 12, 2026 | ||
| Multi-Doc Question Answering | LongBench-E Multi-Doc QA | 17 | May 12, 2026 |