Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1300 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|
| Retrieval-Augmented Question Answering | DeepSearch Musique | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Retrieval-Augmented Question Answering | DeepSearch 2wiki | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Retrieval-Augmented Question Answering | DeepSearch HotpotQA | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Retrieval-Augmented Question Answering | DeepSearch PopQA | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Retrieval-Augmented Question Answering | DeepSearch TriviaQA | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Retrieval-Augmented Question Answering | DeepSearch NQ | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Image Denoising | CAVE Case 2 | computer vision |
| 23 | Apr 15, 2026 |
|---|
| Multi-Hop Question Answering | MuSiQue | nlpretrieval search rag |
| 23 | Jun 4, 2026 |
|---|
| Cross-modal Retrieval | MSR-VTT (test) | multimodalretrieval search rag |
| 23 | Jun 23, 2026 |
|---|
| Knowledge composition selection | 2WikiMultihopQA | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Knowledge composition selection | HotpotQA | retrieval search ragnlp |
| 23 | Apr 14, 2026 |
|---|
| Math Reasoning | Minerva STEM evaluation | llm chat instructionnlp |
| 23 | Apr 14, 2026 |
|---|
| Medical Image Segmentation | ISIC 2016 | bio medicalcomputer vision |
| 23 | May 15, 2026 |
|---|
| Traceback (Prompt Injection Attacks) | MuSiQue | adversarial safety securityllm chat instruction |
| 23 | Apr 14, 2026 |
|---|
| Medical Image Segmentation | WORD | bio medicalcomputer vision |
| 23 | May 1, 2026 |
|---|
| Multi-objective Optimization | DTLZ2 | miscellaneous |
| 23 | May 11, 2026 |
|---|
| Multi-objective Optimization | DTLZ1 | miscellaneous |
| 23 | May 11, 2026 |
|---|
| Multi-view Classification | CUB | computer vision |
| 23 | May 19, 2026 |
|---|
| Long-horizon Mathematical Reasoning | MATH | llm chat instruction |
| 23 | May 29, 2026 |
|---|
| Instruction Following | IFBench | llm chat instruction |
| 23 | Jun 16, 2026 |
|---|
| Text-based Person Anomaly Search | PAB (test) | retrieval search ragcomputer vision |
| 23 | Apr 13, 2026 |
|---|
| Traffic forecasting | Traffic forecasting (test) | tabular time series |
| 23 | Apr 13, 2026 |
|---|
| Pixel-level Segmentation | VisA (test) | computer vision |
| 23 | Apr 10, 2026 |
|---|
| Post-deployment performance monitoring | Camelyon Institution Shift 17 | miscellaneous |
| 23 | Apr 10, 2026 |
|---|
| Post-deployment performance monitoring | PACS Style Shift | miscellaneous |
| 23 | Apr 10, 2026 |
|---|