Browse State-of-the-Art › GPS Embeddings
GPS Embeddings
1 paper with code · 2 benchmarks · 0 datasets archive 2025-07-28
GPS Embeddings is the collective name for a set of feature-learning techniques where GPS coordinates are mapped to vectors of real numbers.
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
2 leaderboard tables shown for this task, 2 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 |
|---|---|---|---|---|---|
| Geo-Tagged NUS-WIDE (GPS + Visual) (8 rows) | GeoCLIP | GeoCLIP: Clip-Inspired Alignment between Locations and Images for... | code | Syntology ran 5 of 13 samples · 8 unverified | Compare |
| Geo-Tagged NUS-WIDE (GPS Only) (7 rows) | GeoCLIP | GeoCLIP: Clip-Inspired Alignment between Locations and Images for... | code | Syntology ran 5 of 13 samples · 8 unverified | Compare |
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
No dataset record in the archive lists this task.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Most implemented papers archive 2025-07-28
1 shown of 1 paper with code (1 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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27 Sep 2023 3 repositories listed Syntology ran 5 of 13 samples · 8 unverifiedWorldwide Geo-localization aims to pinpoint the precise location of images taken anywhere on Earth.
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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