Datasets › map2seq
map2seq
7,672 human written natural language navigation instructions for routes in OpenStreetMap with a focus on visual landmarks. Validated in Street View.
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Vision and Language Navigation | map2seq | FLAME Task Completion (TC) 52.44 | FLAME: Learning to Navigate with Multimodal LLM in Urban... | xyz9911/FLAME | 5 | Compare |
| Natural Language Landmark Navigation Instructions Generation | map2seq | graph2text+pretrain SNT 66.4 | Generating Landmark Navigation Instructions from Maps as... | — | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 5. 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 | |||
|---|---|---|---|---|
| FLAME: Learning to Navigate with Multimodal LLM in Urban Environments | 1 | 1 | 20 Aug 2024 | ran 6 of 7 samples (1 unverified) |
| Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas | 1 | 4 | 25 Mar 2022 | ran 0 of 4 samples (4 unverified) |
| Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem | 0 | 1 | 30 Dec 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- map2seq
1 variant name, 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