# Text-to-Image Retrieval on Flickr8K-CN Source: [Text-to-Image Retrieval on Flickr8K-CN]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:23.895Z Evaluation of Text-to-Image Retrieval performance on the Flickr8K-CN dataset, measured using R@K metrics and Mean Rank (MR). 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) | Flickr8K-CN | | Metric | R@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [R@1](): Higher is better; unit: PERCENT. - [R@5](): Higher is better; unit: PERCENT. - [R@10](): Higher is better; unit: PERCENT. - [MR](): Lower is better; unit: SCALAR. ## Recorded results | Method | R@1 | Result date | Report paper | | --- | --- | --- | --- | | Wukong\_ViT-L | 70.1 | Not recorded | 68fa6d821e209131cea3a343 | | FILIP\_ViT-L | 68.5 | Not recorded | 68fa6d821e209131cea3a343 | | CLIP\_ViT-L | 67.4 | Not recorded | 68fa6d821e209131cea3a343 | | FILIP\_Swin-L | 61.5 | Not recorded | 68fa6d821e209131cea3a343 | | CLIP\_ViT-B | 61.2 | Not recorded | 68fa6d821e209131cea3a343 | | CLIP\_Swin-L | 59.3 | Not recorded | 68fa6d821e209131cea3a343 | | Wukong\_ViT-B | 58.4 | Not recorded | 68fa6d821e209131cea3a343 | | Wukong\_Swin-L | 57.9 | Not recorded | 68fa6d821e209131cea3a343 | | FILIP | 53.5 | Not recorded | 68fa6d821e209131cea3a343 | | CLIP | 50.5 | Not recorded | 68fa6d821e209131cea3a343 | | FILIP\_ViT-B | 46.4 | Not recorded | 68fa6d821e209131cea3a343 | | Wukong | 46 | Not recorded | 68fa6d821e209131cea3a343 | | CLIP | 44.2 | Not recorded | 68fa6d821e209131cea3a343 | | Wukong | 43.2 | Not recorded | 68fa6d821e209131cea3a343 | | FILIP | 41.2 | Not recorded | 68fa6d821e209131cea3a343 | | CLIP | 38.6 | Not recorded | 68fa6d821e209131cea3a343 | | Wukong | 36.6 | Not recorded | 68fa6d821e209131cea3a343 | | FILIP | 24 | Not recorded | 68fa6d821e209131cea3a343 | | BriVL | 8 | Not recorded | 68fa6d821e209131cea3a343 | ### Wukong\_ViT-L R@1: 70.1. Result ID: 698fa5533a6c314849facaf0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### FILIP\_ViT-L R@1: 68.5. Result ID: 698fa5533a6c314849facaed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### CLIP\_ViT-L R@1: 67.4. Result ID: 698fa5533a6c314849facaea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### FILIP\_Swin-L R@1: 61.5. Result ID: 698fa5533a6c314849facaee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Swin-L","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### CLIP\_ViT-B R@1: 61.2. Result ID: 698fa5533a6c314849facae9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### CLIP\_Swin-L R@1: 59.3. Result ID: 698fa5533a6c314849facaeb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-L","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Wukong\_ViT-B R@1: 58.4. Result ID: 698fa5533a6c314849facaef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Wukong\_Swin-L R@1: 57.9. Result ID: 698fa5533a6c314849facaf1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-L","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### FILIP R@1: 53.5. Result ID: 698fa5533a6c314849faca45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L","Zero-shot":true}. This record does not assert independent reproduction. ### CLIP R@1: 50.5. Result ID: 698fa5533a6c314849faca42. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Zero-shot":true}. This record does not assert independent reproduction. ### FILIP\_ViT-B R@1: 46.4. Result ID: 698fa5533a6c314849facaec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction. ### Wukong R@1: 46. Result ID: 698fa5533a6c314849faca48. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L","Zero-shot":true}. This record does not assert independent reproduction. ### CLIP R@1: 44.2. Result ID: 698fa5533a6c314849faca41. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Zero-shot":true}. This record does not assert independent reproduction. ### Wukong R@1: 43.2. Result ID: 698fa5533a6c314849faca47. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B","Zero-shot":true}. This record does not assert independent reproduction. ### FILIP R@1: 41.2. Result ID: 698fa5533a6c314849faca46. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Swin-L","Zero-shot":true}. This record does not assert independent reproduction. ### CLIP R@1: 38.6. Result ID: 698fa5533a6c314849faca43. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-L","Zero-shot":true}. This record does not assert independent reproduction. ### Wukong R@1: 36.6. Result ID: 698fa5533a6c314849faca49. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-L","Zero-shot":true}. This record does not assert independent reproduction. ### FILIP R@1: 24. Result ID: 698fa5533a6c314849faca44. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B","Zero-shot":true}. This record does not assert independent reproduction. ### BriVL R@1: 8. Result ID: 698fa5533a6c314849faca40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"N/A","Zero-shot":true}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.