Datasets › TriviaQA
TriviaQA
TriviaQA is a realistic text-based question answering dataset which includes 950K question-answer pairs from 662K documents collected from Wikipedia and the web. This dataset is more challenging than standard QA benchmark datasets such as Stanford Question Answering Dataset (SQuAD), as the answers for a question may not be directly obtained by span prediction and the context is very long. TriviaQA dataset consists of both human-verified and machine-generated QA subsets.
Source: Episodic Memory Reader: Learning What to Rememberfor Question Answering from Streaming Data Image Source: Joshi et al
Benchmarks archive 2025-07-28
All 5 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Question Answering | TriviaQA | Claude 2 (few-shot, k=5) EM 87.5 | Model Card and Evaluations for Claude Models | — | 56 | Compare |
| Open-Domain Question Answering | KILT: TriviaQA | Re2G KILT-EM 57.91 | Re2G: Retrieve, Rerank, Generate | ibm/kgi-slot-filling | 15 | Compare |
| Question Generation | TriviaQA | Info-HCVAE QAE 35.45 | Generating Diverse and Consistent QA pairs from Contexts... | seanie12/Info-HCVAE | 2 | Compare |
| Open-Domain Question Answering | TriviaQA | UnitedQA (Hybrid) Exact Match 70.5 | UnitedQA: A Hybrid Approach for Open Domain Question Answering | — | 1 | Compare |
| Text Generation | TriviaQA | no rows | — | — | 0 | Compare |
Papers archive 2025-07-28
30 shown of 41 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 953. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 41 is in the JSON twin.
Dataset loaders archive 2025-07-28
6 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- TriviaQA
- KILT: TriviaQA
2 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections