Research
Benchmarks for “question answering”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,723 benchmarksPage 293 of 389
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Incomplete Knowledge Graph Question Answering | CWQ 20% knowledge gap | 5 | Jun 16, 2026 | ||
| Visual Question Answering | STCray and MMXray (test) | 5 | Jun 16, 2026 | ||
| Question Answering | CWQ, HotpotQA, Quasar-T, and StrategyQA Average (test) | 5 | Jun 15, 2026 | ||
| Multi-hop Question Answering | HotpotQA and 2WikiMultiHopQA Distractor Sets Macro Average (val) | 5 | Jun 15, 2026 | ||
| Question Answering | Dataset A v0.4 (test) | 5 | Jun 12, 2026 | ||
| Question Answering | MSC-QA | 5 | Jun 11, 2026 | ||
| Question Answering | BIG-Bench Hard (BBH) | 5 | Jun 11, 2026 | ||
| Search-Augmented Question Answering | Aggregated QA Tasks | 5 | Jun 11, 2026 | ||
| Generative Question Answering | SQuAD Double-Char (test) | 5 | Jun 11, 2026 | ||
| Generative Question Answering | SQuAD Keyboard-Char (test) | 5 | Jun 11, 2026 | ||
| Medical Question Answering | MedCQA | 5 | Jun 11, 2026 | ||
| General Knowledge Question Answering | MMLU | 5 | Jun 11, 2026 | ||
| Scientific Question Answering | ARC-C | 5 | Jun 11, 2026 | ||
| Reasoning Question Answering | GPQA | 5 | Jun 11, 2026 | ||
| Question Answering | Wikipedia events 2024-2025 (test) | 5 | Jun 11, 2026 | ||
| Question Answering | Wiki-based QA Finance (overall) | 5 | Jun 11, 2026 | ||
| Question Answering | Wiki-based QA Finance Event-driven queries (Q^vol_t) pin-layer quality | 5 | Jun 11, 2026 | ||
| Question Answering | Wiki-based QA Finance Standing queries (Q^bg_t) base-wiki quality | 5 | Jun 11, 2026 | ||
| End-to-end Question Answering | Event-driven queries 2025-2026 | 5 | Jun 11, 2026 | ||
| Forced-choice Visual Question Answering | Semantic-stress evaluation set | 5 | Jun 9, 2026 | ||
| Uncertainty Quantification in Visual Question Answering | AdVQA | 5 | Jun 9, 2026 | ||
| Uncertainty Quantification in Visual Question Answering | OKVQA | 5 | Jun 9, 2026 | ||
| Uncertainty Quantification in Visual Question Answering | VQA v2 | 5 | Jun 9, 2026 | ||
| Question Answering | MMLU-Pro Non-trivial subset All 14 subjects (test) | 5 | Jun 9, 2026 | ||
| Pathology Question Answering | SMU-Text 6 | 5 | Jun 9, 2026 |