Datasets › DART
DART
DART is a large dataset for open-domain structured data record to text generation. DART consists of 82,191 examples across different domains with each input being a semantic RDF triple set derived from data records in tables and the tree ontology of the schema, annotated with sentence descriptions that cover all facts in the triple set.
Source: DART: Open-Domain Structured Data Record to Text Generation
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Text Generation | DART | T5B Baseline BLEU 48.74 | FactSpotter: Evaluating the Factual Faithfulness of... | guihuzhang/FactSpotter | 7 | Compare |
| Table-to-Text Generation | DART | T5B Baseline METEOR 0.4074 | FactSpotter: Evaluating the Factual Faithfulness of... | guihuzhang/FactSpotter | 6 | Compare |
| Data-to-Text Generation | DART | T5B Baseline BLEU 48.47 | FactSpotter: Evaluating the Factual Faithfulness of... | guihuzhang/FactSpotter | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 45. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Self-training from Self-memory in Data-to-text Generation | 1 | 1 | 19 Jan 2024 | not harvested |
| FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation | 1 | 12 | 25 Oct 2023 | not harvested |
| Control Prefixes for Parameter-Efficient Text Generation | 2 | 1 | 15 Oct 2021 | not harvested |
| HTLM: Hyper-Text Pre-Training and Prompting of Language Models | 0 | 2 | 14 Jul 2021 | not harvested |
| The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics | 0 | 2 | 2 Feb 2021 | not harvested |
Dataset loaders archive 2025-07-28
4 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- DART
1 variant name, as the archive lists them.
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