# Text-to-Image Retrieval on MIRFlickr-25K (test) Source: [Text-to-Image Retrieval on MIRFlickr-25K (test)]() Collection index: [llms.txt]() Data updated: 2026-05-18T07:17:47.606Z Evaluation of Text-to-Image Retrieval performance on the test split of the MIRFlickr-25K dataset, measured using mAP metrics. 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 | Text-to-Image Retrieval | | Dataset (including any stated split) | MIRFlickr-25K (test) | | Metric | mAP@50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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@50](): Higher is better; unit: PERCENT. - [Average mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP@50 | Result date | Report paper | | --- | --- | --- | --- | | JDSH | 79.5 | Not recorded | 6a0a9d15dbc836b87d82b40e | | JDSH | 78.9 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DJSRH | 78.4 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DJSRH | 77.8 | Not recorded | 6a0a9d15dbc836b87d82b40e | | JDSH | 77.1 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DJSRH | 76.3 | Not recorded | 6a0a9d15dbc836b87d82b40e | | PRDH | 74.4 | Not recorded | 6a0a9d15dbc836b87d82b40e | | PRDH | 73.8 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DCMH | 73.5 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DMP-MH | 73.4 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DCMH | 72.9 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DMP-MH | 72.6 | Not recorded | 6a0a9d15dbc836b87d82b40e | | PRDH | 72.5 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DCMH | 71.8 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DMP-MH | 71.2 | Not recorded | 6a0a9d15dbc836b87d82b40e | | PPPL | 69.2 | Not recorded | 6a0a9d15dbc836b87d82b40e | | PPPL | 68.4 | Not recorded | 6a0a9d15dbc836b87d82b40e | | PPPL | 67.2 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DP-SGD | 63.2 | Not recorded | 6a0a9d15dbc836b87d82b40e | | SH | 61.9 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DP-SGD | 61.9 | Not recorded | 6a0a9d15dbc836b87d82b40e | | SH | 61.1 | Not recorded | 6a0a9d15dbc836b87d82b40e | | SH | 60.5 | Not recorded | 6a0a9d15dbc836b87d82b40e | | DP-SGD | 60.5 | Not recorded | 6a0a9d15dbc836b87d82b40e | | LSH | 57.5 | Not recorded | 6a0a9d15dbc836b87d82b40e | | LSH | 56.4 | Not recorded | 6a0a9d15dbc836b87d82b40e | | LSH | 55.9 | Not recorded | 6a0a9d15dbc836b87d82b40e | ### JDSH mAP@50: 79.5. Result ID: 6a0abbfc47f34ce924f067f4. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"64 bits"}. This record does not assert independent reproduction. ### JDSH mAP@50: 78.9. Result ID: 6a0abbfc47f34ce924f067f3. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"32 bits"}. This record does not assert independent reproduction. ### DJSRH mAP@50: 78.4. Result ID: 6a0abbfc47f34ce924f067f0. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"64 bits"}. This record does not assert independent reproduction. ### DJSRH mAP@50: 77.8. Result ID: 6a0abbfc47f34ce924f067ef. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"32 bits"}. This record does not assert independent reproduction. ### JDSH mAP@50: 77.1. Result ID: 6a0abbfc47f34ce924f067f2. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"16 bits"}. This record does not assert independent reproduction. ### DJSRH mAP@50: 76.3. Result ID: 6a0abbfc47f34ce924f067ee. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"16 bits"}. This record does not assert independent reproduction. ### PRDH mAP@50: 74.4. Result ID: 6a0abbfc47f34ce924f067f8. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"64 bits"}. This record does not assert independent reproduction. ### PRDH mAP@50: 73.8. Result ID: 6a0abbfc47f34ce924f067f7. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"32 bits"}. This record does not assert independent reproduction. ### DCMH mAP@50: 73.5. Result ID: 6a0abbfc47f34ce924f067ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"64 bits"}. This record does not assert independent reproduction. ### DMP-MH mAP@50: 73.4. Result ID: 6a0abbfc47f34ce924f06804. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"64 bits"}. This record does not assert independent reproduction. ### DCMH mAP@50: 72.9. Result ID: 6a0abbfc47f34ce924f067eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"32 bits"}. This record does not assert independent reproduction. ### DMP-MH mAP@50: 72.6. Result ID: 6a0abbfc47f34ce924f06803. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"32 bits"}. This record does not assert independent reproduction. ### PRDH mAP@50: 72.5. Result ID: 6a0abbfc47f34ce924f067f6. [Reporting paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"16 bits"}. This record does not assert independent reproduction. ### DCMH mAP@50: 71.8. Result ID: 6a0abbfc47f34ce924f067ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Deep","Bits":"16 bits"}. This record does not assert independent reproduction. ### DMP-MH mAP@50: 71.2. Result ID: 6a0abbfc47f34ce924f06802. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"16 bits"}. This record does not assert independent reproduction. ### PPPL mAP@50: 69.2. Result ID: 6a0abbfc47f34ce924f06800. [Reporting paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"64 bits"}. This record does not assert independent reproduction. ### PPPL mAP@50: 68.4. Result ID: 6a0abbfc47f34ce924f067ff. [Reporting paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"32 bits"}. This record does not assert independent reproduction. ### PPPL mAP@50: 67.2. Result ID: 6a0abbfc47f34ce924f067fe. [Reporting paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"16 bits"}. This record does not assert independent reproduction. ### DP-SGD mAP@50: 63.2. Result ID: 6a0abbfc47f34ce924f067fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"64 bits"}. This record does not assert independent reproduction. ### SH mAP@50: 61.9. Result ID: 6a0abbfc47f34ce924f067e8. [Reporting paper]() Recorded evaluation configuration: {"Type":"Classic","Bits":"64 bits"}. This record does not assert independent reproduction. ### DP-SGD mAP@50: 61.9. Result ID: 6a0abbfc47f34ce924f067fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"32 bits"}. This record does not assert independent reproduction. ### SH mAP@50: 61.1. Result ID: 6a0abbfc47f34ce924f067e7. [Reporting paper]() Recorded evaluation configuration: {"Type":"Classic","Bits":"32 bits"}. This record does not assert independent reproduction. ### SH mAP@50: 60.5. Result ID: 6a0abbfc47f34ce924f067e6. [Reporting paper]() Recorded evaluation configuration: {"Type":"Classic","Bits":"16 bits"}. This record does not assert independent reproduction. ### DP-SGD mAP@50: 60.5. Result ID: 6a0abbfc47f34ce924f067fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Private","Bits":"16 bits"}. This record does not assert independent reproduction. ### LSH mAP@50: 57.5. Result ID: 6a0abbfc47f34ce924f067e4. [Reporting paper]() Recorded evaluation configuration: {"Type":"Classic","Bits":"64 bits"}. This record does not assert independent reproduction. ### LSH mAP@50: 56.4. Result ID: 6a0abbfc47f34ce924f067e3. [Reporting paper]() Recorded evaluation configuration: {"Type":"Classic","Bits":"32 bits"}. This record does not assert independent reproduction. ### LSH mAP@50: 55.9. Result ID: 6a0abbfc47f34ce924f067e2. [Reporting paper]() Recorded evaluation configuration: {"Type":"Classic","Bits":"16 bits"}. This record does not assert independent reproduction. 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