Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Question Answering | NQ | 90 | Mar 23, 2026 | ||
| Multi-Hop Knowledge Graph Question Answering | WebQSP | 90 | Jul 8, 2026 | ||
| Question Answering | OBQA (test) | 90 | Jun 30, 2026 | ||
| Video Question Answering | MVBench | 90 | Feb 26, 2026 | ||
| Commonsense Question Answering | WinoGrande |
| 89 |
| Jun 30, 2026 |
| Science Question Answering | OpenBookQA | 89 | Jun 24, 2026 |
|---|
| Text-based Visual Question Answering | VQAText | 89 | Jul 3, 2026 |
|---|
| Visual Question Answering | ScienceQA image | 89 | Jul 3, 2026 |
|---|
| Video Question Answering | TGIF-QA (test) | 89 | Feb 27, 2026 |
|---|
| 3D Question Answering | VSI-Bench | 88 | Jun 4, 2026 |
|---|
| OCR Visual Question Answering | TextVQA | 88 | Jun 23, 2026 |
|---|
| Question Answering | NarrativeQA (test) | 88 | May 29, 2026 |
|---|
| Open-domain Question Answering | TriviaQA | 88 | May 29, 2026 |
|---|
| Mathematical Visual Question Answering | MathVista | 87 | May 12, 2026 |
|---|
| Question Answering | MedQA | 86 | Apr 30, 2026 |
|---|
| Question Answering | PopQA | 86 | Jun 9, 2026 |
|---|
| Visual Question Answering | SQA | 86 | Jun 16, 2026 |
|---|
| Infographic Visual Question Answering | InfoVQA | 86 | Jul 7, 2026 |
|---|
| Table Question Answering | WikiTableQuestions (test) | 86 | Feb 26, 2026 |
|---|
| Multi-hop Question Answering | 2WikiMHQA | 85 | Jun 5, 2026 |
|---|
| Financial Question Answering | FiQA | 85 | Feb 27, 2026 |
|---|
| Knowledge Graph Question Answering | WebQSP (test) | 85 | Jun 29, 2026 |
|---|
| Temporal Question Answering | LoCoMo | 85 | Jun 16, 2026 |
|---|
| Science Question Answering | GPQA | 85 | Feb 26, 2026 |
|---|
| Question Answering | MuSiQue (test) | 85 | Jun 30, 2026 |
|---|