# Composed Image Retrieval on Fashion-IQ Dress (val) Source: [Composed Image Retrieval on Fashion-IQ Dress (val)]() Collection index: [llms.txt]() Data updated: 2026-03-04T12:29:44.416Z Evaluation of Composed Image Retrieval performance on the validation split of the Dress subset of the Fashion-IQ dataset, measured using Recall@10 and Recall@50. 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 | Composed Image Retrieval | | Dataset (including any stated split) | Fashion-IQ Dress (val) | | Metric | Recall@10 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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 - [Recall@10](): Higher is better; unit: PERCENT. - [Recall@50](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall@10 | Result date | Report paper | | --- | --- | --- | --- | | WISER | 38.57 | Not recorded | 69a125132d603e6de3e3c52e | | WISER | 38.42 | Not recorded | 69a125132d603e6de3e3c52e | | LinCIR | 38.08 | Not recorded | 69a125132d603e6de3e3c52e | | WISER | 37.48 | Not recorded | 69a125132d603e6de3e3c52e | | CoTMR | 34.51 | Not recorded | 69a125132d603e6de3e3c52e | | OSrCIR | 33.02 | Not recorded | 69a125132d603e6de3e3c52e | | CoTMR | 31.18 | Not recorded | 69a125132d603e6de3e3c52e | | CoTMR | 31.09 | Not recorded | 69a125132d603e6de3e3c52e | | OSrCIR | 29.7 | Not recorded | 69a125132d603e6de3e3c52e | | OSrCIR | 29.35 | Not recorded | 69a125132d603e6de3e3c52e | | CIReVL | 27.07 | Not recorded | 69a125132d603e6de3e3c52e | | AutoCIR | 26.52 | Not recorded | 69a125132d603e6de3e3c52e | | AutoCIR | 26.18 | Not recorded | 69a125132d603e6de3e3c52e | | LDRE | 26.11 | Not recorded | 69a125132d603e6de3e3c52e | | HIT | 25.6 | Not recorded | 69a125132d603e6de3e3c52e | | CIReVL | 25.29 | Not recorded | 69a125132d603e6de3e3c52e | | MOA | 25.2 | Not recorded | 69a125132d603e6de3e3c52e | | AutoCIR | 24.94 | Not recorded | 69a125132d603e6de3e3c52e | | CIReVL | 24.79 | Not recorded | 69a125132d603e6de3e3c52e | | LDRE | 22.93 | Not recorded | 69a125132d603e6de3e3c52e | | LinCIR | 20.92 | Not recorded | 69a125132d603e6de3e3c52e | | SEARLE | 20.48 | Not recorded | 69a125132d603e6de3e3c52e | | LDRE | 19.97 | Not recorded | 69a125132d603e6de3e3c52e | | SEARLE | 18.54 | Not recorded | 69a125132d603e6de3e3c52e | | PALAVRA | 17.25 | Not recorded | 69a125132d603e6de3e3c52e | ### WISER Recall@10: 38.57. Result ID: 69a825a26dbb7075b94e4e17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"true"}. This record does not assert independent reproduction. ### WISER Recall@10: 38.42. Result ID: 69a825a26dbb7075b94e4e10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"true"}. This record does not assert independent reproduction. ### LinCIR Recall@10: 38.08. Result ID: 69a825a26dbb7075b94e4e11. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"false"}. This record does not assert independent reproduction. ### WISER Recall@10: 37.48. Result ID: 69a825a26dbb7075b94e4e06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"true"}. This record does not assert independent reproduction. ### CoTMR Recall@10: 34.51. Result ID: 69a825a26dbb7075b94e4e16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"true"}. This record does not assert independent reproduction. ### OSrCIR Recall@10: 33.02. Result ID: 69a825a26dbb7075b94e4e14. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"true"}. This record does not assert independent reproduction. ### CoTMR Recall@10: 31.18. Result ID: 69a825a26dbb7075b94e4e0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"true"}. This record does not assert independent reproduction. ### CoTMR Recall@10: 31.09. Result ID: 69a825a26dbb7075b94e4e05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"true"}. This record does not assert independent reproduction. ### OSrCIR Recall@10: 29.7. Result ID: 69a825a26dbb7075b94e4e0d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"true"}. This record does not assert independent reproduction. ### OSrCIR Recall@10: 29.35. Result ID: 69a825a26dbb7075b94e4e03. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"true"}. This record does not assert independent reproduction. ### CIReVL Recall@10: 27.07. Result ID: 69a825a26dbb7075b94e4e12. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"true"}. This record does not assert independent reproduction. ### AutoCIR Recall@10: 26.52. Result ID: 69a825a26dbb7075b94e4e04. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"true"}. This record does not assert independent reproduction. ### AutoCIR Recall@10: 26.18. Result ID: 69a825a26dbb7075b94e4e15. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"true"}. This record does not assert independent reproduction. ### LDRE Recall@10: 26.11. Result ID: 69a825a26dbb7075b94e4e13. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-G/14","Training-free":"true"}. This record does not assert independent reproduction. ### HIT Recall@10: 25.6. Result ID: 69a825a26dbb7075b94e4e0a. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"false"}. This record does not assert independent reproduction. ### CIReVL Recall@10: 25.29. Result ID: 69a825a26dbb7075b94e4e01. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"true"}. This record does not assert independent reproduction. ### MOA Recall@10: 25.2. Result ID: 69a825a26dbb7075b94e4e09. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"false"}. This record does not assert independent reproduction. ### AutoCIR Recall@10: 24.94. Result ID: 69a825a26dbb7075b94e4e0e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"true"}. This record does not assert independent reproduction. ### CIReVL Recall@10: 24.79. Result ID: 69a825a26dbb7075b94e4e0b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"true"}. This record does not assert independent reproduction. ### LDRE Recall@10: 22.93. Result ID: 69a825a26dbb7075b94e4e0c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"true"}. This record does not assert independent reproduction. ### LinCIR Recall@10: 20.92. Result ID: 69a825a26dbb7075b94e4e08. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"false"}. This record does not assert independent reproduction. ### SEARLE Recall@10: 20.48. Result ID: 69a825a26dbb7075b94e4e07. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L/14","Training-free":"false"}. This record does not assert independent reproduction. ### LDRE Recall@10: 19.97. Result ID: 69a825a26dbb7075b94e4e02. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"true"}. This record does not assert independent reproduction. ### SEARLE Recall@10: 18.54. Result ID: 69a825a26dbb7075b94e4e00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"false"}. This record does not assert independent reproduction. ### PALAVRA Recall@10: 17.25. Result ID: 69a825a26dbb7075b94e4dff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/32","Training-free":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.