Datasets › MSLS
MSLS (Mapillary Street-level Sequences Dataset)
The largest and most diverse dataset for lifelong place recognition from image sequences in urban and suburban settings.
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Visual Place Recognition | MSLS | ProGEO Recall@1 84.9 | ProGEO: Generating Prompts through Image-Text... | chain-mao/progeo | 3 | 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 57. 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 | |||
|---|---|---|---|---|
| ProGEO: Generating Prompts through Image-Text Contrastive Learning for Visual Geo-localization | 1 | 1 | 4 Jun 2024 | not harvested |
| Data-efficient Large Scale Place Recognition with Graded Similarity Supervision | 1 | 1 | 21 Mar 2023 | ran 0 of 12 samples (12 unverified) |
| Rethinking Visual Geo-localization for Large-Scale Applications | 2 | 1 | 5 Apr 2022 | ran 6 of 10 samples (4 unverified; 2 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution NonCommercial Share Alike (CC BY-NC-SA) license
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- MSLS
1 variant name, as the archive lists them.
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