Browse State-of-the-Art › Text2text Generation
Text2text Generation
2 papers with code · 1 benchmark · 4 datasets archive 2025-07-28
Benchmarks archive 2025-07-28
3 leaderboard tables shown for this task, 1 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| MTTN: Multi-Pair Text to Text Narratives for Prompt Generation (3 rows) | MVP | MTTN: Multi-Pair Text to Text Narratives for Prompt Generation | code | — | Compare |
| lmqg/qg_jaquad (0 rows) | no rows in the archive | — | — | ||
| lmqg/qg_squad (0 rows) | no rows in the archive | — | — | ||
Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
4 datasets whose archive record lists this task, ordered by the archive's paper count.
Subtasks archive 2025-07-28
3 subtasks in the archive's task tree.
Most implemented papers archive 2025-07-28
2 shown of 2 papers with code (5 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
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18 Aug 2023 1 repository listed Syntology ran 1 of 1 samples · 0 unverifiedRole-playing chatbots built on large language models have drawn interest, but better techniques are needed to enable mimicking specific fictional characters.
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21 Jan 2023 1 repository listedThe increased interest in diffusion models has opened up opportunities for advancements in generative text modeling.
Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.
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