Datasets › GeneCIS
GeneCIS
GeneCIS benchmark is designed for measuring models’ ability to adapt to a range of similarity conditions, which is zero-shot evaluation only.
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 | ||||
|---|---|---|---|---|---|---|
| Zero-Shot Composed Image Retrieval (ZS-CIR) | GeneCIS | OSrCIR (CLIP G/14) A-R@1 19.6 | Reason-before-Retrieve: One-Stage Reflective... | Pter61/osrcir | 11 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 16. 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 | |||
|---|---|---|---|---|
| Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval | 1 | 3 | 15 Dec 2024 | not harvested |
| Language-only Efficient Training of Zero-shot Composed Image Retrieval | 1 | 2 | 4 Dec 2023 | ran 3 of 8 samples (5 unverified; 8 pointer-only for licence) |
| Vision-by-Language for Training-Free Compositional Image Retrieval | 1 | 3 | 13 Oct 2023 | ran 4 of 8 samples (4 unverified) |
| Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval | 1 | 1 | 28 Sep 2023 | ran 1 of 1 samples (0 unverified) |
| Zero-Shot Composed Image Retrieval with Textual Inversion | 2 | 2 | 27 Mar 2023 | 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
No language tagged.
Variants archive 2025-07-28
- GeneCIS
1 variant name, as the archive lists them.
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