# Image Retrieval on FLICKR25K Source: [Image Retrieval on FLICKR25K]() Collection index: [llms.txt]() Data updated: 2026-04-07T07:30:58.518Z Evaluation of Image Retrieval performance on the FLICKR25K dataset, measured using mAP. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image Retrieval | | Dataset (including any stated split) | FLICKR25K | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | SimDINOv2 | 81.1 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 81.1 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 78.9 | Not recorded | 690836e53ef7ccd74e5e52c8 | | HashCoder | 78.5 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 78.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 78.2 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 78.2 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 78 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 77 | Not recorded | 690836e53ef7ccd74e5e52c8 | | HashCoder | 77 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 76.7 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 76.7 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 76.5 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 76.5 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 76.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 76.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | SimDINOv2 | 76.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | HashCoder | 76.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | HashCoder | 76.1 | Not recorded | 690836e53ef7ccd74e5e52c8 | | HashCoder | 75.8 | Not recorded | 690836e53ef7ccd74e5e52c8 | | CNX-S | 75.5 | Not recorded | 690836e53ef7ccd74e5e52c8 | | CNX-S | 75.5 | Not recorded | 690836e53ef7ccd74e5e52c8 | | DINOv2 | 75.4 | Not recorded | 690836e53ef7ccd74e5e52c8 | | HashCoder | 74.6 | Not recorded | 690836e53ef7ccd74e5e52c8 | | ViT-L | 73.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | ViT-L | 73.3 | Not recorded | 690836e53ef7ccd74e5e52c8 | | ViT-B | 73 | Not recorded | 690836e53ef7ccd74e5e52c8 | | ViT-B | 73 | Not recorded | 690836e53ef7ccd74e5e52c8 | | ViT-B | 73 | Not recorded | 690836e53ef7ccd74e5e52c8 | | Random HashCoder | 62.2 | Not recorded | 690836e53ef7ccd74e5e52c8 | ### SimDINOv2 mAP: 81.1. Result ID: 69d4b2b147f34ce924bc2351. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"Orig"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 81.1. Result ID: 69d4b2b147f34ce924bc2359. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"Orig"}. This record does not assert independent reproduction. ### DINOv2 mAP: 78.9. Result ID: 69d4b2b147f34ce924bc234f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"32"}. This record does not assert independent reproduction. ### HashCoder mAP: 78.5. Result ID: 69d4b2b147f34ce924bc244f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B","Supervision":"Unsupervised","Representation":"256-bit Code"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 78.3. Result ID: 69d4b2b147f34ce924bc2354. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"64"}. This record does not assert independent reproduction. ### DINOv2 mAP: 78.2. Result ID: 69d4b2b147f34ce924bc2350. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"64"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 78.2. Result ID: 69d4b2b147f34ce924bc2353. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"32"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 78. Result ID: 69d4b2b147f34ce924bc2352. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"16"}. This record does not assert independent reproduction. ### DINOv2 mAP: 77. Result ID: 69d4b2b147f34ce924bc2357. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"32"}. This record does not assert independent reproduction. ### HashCoder mAP: 77. Result ID: 69d4b2b147f34ce924bc2455. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B","Supervision":"Supervised","Representation":"256-bit Code"}. This record does not assert independent reproduction. ### DINOv2 mAP: 76.7. Result ID: 69d4b2b147f34ce924bc2358. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"64"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 76.7. Result ID: 69d4b2b147f34ce924bc235c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"64"}. This record does not assert independent reproduction. ### DINOv2 mAP: 76.5. Result ID: 69d4b2b147f34ce924bc234e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"16"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 76.5. Result ID: 69d4b2b147f34ce924bc235b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"32"}. This record does not assert independent reproduction. ### DINOv2 mAP: 76.3. Result ID: 69d4b2b147f34ce924bc234d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Unsupervised","Code Length":"Orig"}. This record does not assert independent reproduction. ### DINOv2 mAP: 76.3. Result ID: 69d4b2b147f34ce924bc2355. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"Orig"}. This record does not assert independent reproduction. ### SimDINOv2 mAP: 76.3. Result ID: 69d4b2b147f34ce924bc235a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"16"}. This record does not assert independent reproduction. ### HashCoder mAP: 76.3. Result ID: 69d4b2b147f34ce924bc2453. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-L","Supervision":"Supervised","Representation":"256-bit Code"}. This record does not assert independent reproduction. ### HashCoder mAP: 76.1. Result ID: 69d4b2b147f34ce924bc244d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-L","Supervision":"Unsupervised","Representation":"256-bit Code"}. This record does not assert independent reproduction. ### HashCoder mAP: 75.8. Result ID: 69d4b2b147f34ce924bc2451. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNX-S","Supervision":"Unsupervised","Representation":"256-bit Code"}. This record does not assert independent reproduction. ### CNX-S mAP: 75.5. Result ID: 69d4b2b147f34ce924bc2450. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNX-S","Supervision":"Unsupervised","Representation":"Original"}. This record does not assert independent reproduction. ### CNX-S mAP: 75.5. Result ID: 69d4b2b147f34ce924bc2456. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNX-S","Supervision":"Supervised","Representation":"Original"}. This record does not assert independent reproduction. ### DINOv2 mAP: 75.4. Result ID: 69d4b2b147f34ce924bc2356. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision Type":"Supervised","Code Length":"16"}. This record does not assert independent reproduction. ### HashCoder mAP: 74.6. Result ID: 69d4b2b147f34ce924bc2457. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"CNX-S","Supervision":"Supervised","Representation":"256-bit Code"}. This record does not assert independent reproduction. ### ViT-L mAP: 73.3. Result ID: 69d4b2b147f34ce924bc244c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-L","Supervision":"Unsupervised","Representation":"Original"}. This record does not assert independent reproduction. ### ViT-L mAP: 73.3. Result ID: 69d4b2b147f34ce924bc2452. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-L","Supervision":"Supervised","Representation":"Original"}. This record does not assert independent reproduction. ### ViT-B mAP: 73. Result ID: 69d4b2b147f34ce924bc244a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B","Supervision":"Random","Representation":"Original"}. This record does not assert independent reproduction. ### ViT-B mAP: 73. Result ID: 69d4b2b147f34ce924bc244e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B","Supervision":"Unsupervised","Representation":"Original"}. This record does not assert independent reproduction. ### ViT-B mAP: 73. Result ID: 69d4b2b147f34ce924bc2454. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B","Supervision":"Supervised","Representation":"Original"}. This record does not assert independent reproduction. ### Random HashCoder mAP: 62.2. Result ID: 69d4b2b147f34ce924bc244b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B","Supervision":"Random","Representation":"256-bit Code"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.