Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 990 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|
| Mathematical Reasoning | AIME26 | llm chat instructionnlp |
| 27 | Jun 17, 2026 |
|---|
| Graph Time Series Conformal Prediction | PEMS-BAY N=50 | graphtabular time series |
| 27 | Jun 16, 2026 |
|---|
| Graph Time Series Conformal Prediction | METR-LA N=20 | graphtabular time series |
| 27 | Jun 16, 2026 |
|---|
| Semantic Coherence Evaluation | iNaturalist | computer visionnlp |
| 27 | Jun 16, 2026 |
|---|
| Semantic Coherence Evaluation | COCO | computer visionnlp |
| 27 | Jun 16, 2026 |
|---|
| Semantic Coherence Evaluation | ImageNet | computer visionnlp |
| 27 | Jun 16, 2026 |
|---|
| Semantic Coherence Evaluation | Color | computer visionnlp |
| 27 | Jun 16, 2026 |
|---|
| Multi-level Semantic Coherence Evaluation | iNaturalist | computer vision |
| 27 | Jun 16, 2026 |
|---|
| Multi-level Semantic Coherence Evaluation | COCO | computer vision |
| 27 | Jun 16, 2026 |
|---|
| Multi-level Semantic Coherence Evaluation | ImageNet | computer vision |
| 27 | Jun 16, 2026 |
|---|
| Multi-level Semantic Coherence Evaluation | Color | computer vision |
| 27 | Jun 16, 2026 |
|---|
| Image Dehazing | Haze 2020 (test) | computer vision |
| 27 | Jun 16, 2026 |
|---|
| Image Dehazing | NID | computer vision |
| 27 | Jun 16, 2026 |
|---|
| Behavioral Anomaly Detection | GeoLife | tabular time series |
| 27 | Jun 16, 2026 |
|---|
| Behavioral Anomaly Detection | NUMOSIM | tabular time series |
| 27 | Jun 16, 2026 |
|---|
| Motion Planning | NAVSIM v1 (test) | robotics embodied ai |
| 27 | Jun 16, 2026 |
|---|
| Causal Reasoning | CRASS OOD (held-out) | nlp |
| 27 | Jun 16, 2026 |
|---|
| Web-based Task Automation | WebShop-AC 1.0 (test) | agents tool use |
| 27 | Jun 16, 2026 |
|---|
| Map-based Localization | HKUST office benchmark SLABIM | computer vision3d vision geometry |
| 27 | Jun 15, 2026 |
|---|
| Dialogue Planning | CraigslistBargain | llm chat instructionnlp |
| 27 | Jun 15, 2026 |
|---|
| Financial Reasoning | SMFR | nlptabular time series |
| 27 | Jun 12, 2026 |
|---|
| Multi-page Question Answering | LongBench multi-page | nlpllm chat instruction |
| 27 | Jun 12, 2026 |
|---|
| Multi-page Memory-based Question Answering | LoCoMo multi-page memory | nlpretrieval search rag |
| 27 | Jun 12, 2026 |
|---|
| Interactive environment reasoning and problem-solving | ScienceWorld | robotics embodied aillm chat instruction |
| 27 | Jul 3, 2026 |
|---|
| Mathematical Reasoning | AIME 24/25/26 (val) | llm chat instructionnlp |
| 27 | Jun 11, 2026 |
|---|