Datasets › ZEB
ZEB (Zero-shot Evaluation Benchmark)
A evaluation benchmark ZEB for image matching by merging 8 real-world datasets and 4 simulated datasets with diverse image resolutions, scene conditions and view points.
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 | ||||
|---|---|---|---|---|---|---|
| Image Matching | ZEB | GIM-RoMa Mean AUC@5° 53.3 | GIM: Learning Generalizable Image Matcher From Internet Videos | xuelunshen/gim | 10 | Compare |
Papers archive 2025-07-28
7 shown of 7 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 8. 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 | |||
|---|---|---|---|---|
| GIM: Learning Generalizable Image Matcher From Internet Videos | 1 | 4 | 16 Feb 2024 | ran 12 of 17 samples (5 unverified) |
| LightGlue: Local Feature Matching at Light Speed | 2 | 1 | 23 Jun 2023 | ran 18 of 40 samples (22 unverified) |
| RoMa: Robust Dense Feature Matching | 1 | 1 | 24 May 2023 | ran 0 of 2 samples (2 unverified) |
| DKM: Dense Kernelized Feature Matching for Geometry Estimation | 1 | 1 | 1 Feb 2022 | not harvested |
| LoFTR: Detector-Free Local Feature Matching with Transformers | 4 | 1 | 1 Apr 2021 | ran 14 of 16 samples (2 unverified) |
| SuperGlue: Learning Feature Matching with Graph Neural Networks | 19 | 1 | 26 Nov 2019 | ran 6 of 22 samples (16 unverified; 6 pointer-only for licence) |
| Three things everyone should know to improve object retrieval | 1 | 1 | 16 Jun 2012 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- ZEB
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