# Image-to-Text Retrieval on Flickr30K (R@K & MR) Source: [Image-to-Text Retrieval on Flickr30K (R@K & MR)]() Collection index: [llms.txt]() Data updated: 2026-03-10T11:49:47.093Z Evaluation of Image-to-Text Retrieval performance on the Flickr30K dataset, reporting Recall@K metrics (R@1, R@5, R@10) alongside 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 | Image-to-Text Retrieval | | Dataset (including any stated split) | Flickr30K | | Metric | R@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 | | --- | --- | --- | --- | | EVA-CLIP-8B | 81.5 | Not recorded | 69afa5982d603e6de3e43c61 | | EVA-CLIP-8B | 80.9 | Not recorded | 69afa5982d603e6de3e43c61 | | OpenCLIP-G | 79.9 | Not recorded | 69afa5982d603e6de3e43c61 | | OpenCLIP-G | 79.8 | Not recorded | 69afa5982d603e6de3e43c61 | | EVA-CLIP-E | 79.6 | Not recorded | 69afa5982d603e6de3e43c61 | | EVA-CLIP-E | 78.9 | Not recorded | 69afa5982d603e6de3e43c61 | | OpenCLIP-g | 77.5 | Not recorded | 69afa5982d603e6de3e43c61 | | OpenCLIP-g | 77.5 | Not recorded | 69afa5982d603e6de3e43c61 | | OpenCLIP-G | 72.9 | Not recorded | 69afa5982d603e6de3e43c61 | | OpenCLIP-g | 69.5 | Not recorded | 69afa5982d603e6de3e43c61 | | EVA-CLIP-8B | 67.9 | Not recorded | 69afa5982d603e6de3e43c61 | | EVA-CLIP-E | 62 | Not recorded | 69afa5982d603e6de3e43c61 | ### EVA-CLIP-8B R@1: 81.5. Result ID: 69b0054a6dbb7075b9599758. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"4.59B","Zero-shot":"true","Strategy":"Distillation"}. This record does not assert independent reproduction. ### EVA-CLIP-8B R@1: 80.9. Result ID: 69b0054a6dbb7075b9599756. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"7.53B","Zero-shot":"true","Strategy":"Original"}. This record does not assert independent reproduction. ### OpenCLIP-G R@1: 79.9. Result ID: 69b0054a6dbb7075b9599752. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"1.17B","Zero-shot":"true","Strategy":"Distillation"}. This record does not assert independent reproduction. ### OpenCLIP-G R@1: 79.8. Result ID: 69b0054a6dbb7075b9599750. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"1.84B","Zero-shot":"true","Strategy":"Original"}. This record does not assert independent reproduction. ### EVA-CLIP-E R@1: 79.6. Result ID: 69b0054a6dbb7075b9599755. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"2.50B","Zero-shot":"true","Strategy":"Distillation"}. This record does not assert independent reproduction. ### EVA-CLIP-E R@1: 78.9. Result ID: 69b0054a6dbb7075b9599753. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"4.35B","Zero-shot":"true","Strategy":"Original"}. This record does not assert independent reproduction. ### OpenCLIP-g R@1: 77.5. Result ID: 69b0054a6dbb7075b959974d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"1.01B","Zero-shot":"true","Strategy":"Original"}. This record does not assert independent reproduction. ### OpenCLIP-g R@1: 77.5. Result ID: 69b0054a6dbb7075b959974f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.62B","Zero-shot":"true","Strategy":"Distillation"}. This record does not assert independent reproduction. ### OpenCLIP-G R@1: 72.9. Result ID: 69b0054a6dbb7075b9599751. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"1.17B","Zero-shot":"true","Strategy":"Pruning"}. This record does not assert independent reproduction. ### OpenCLIP-g R@1: 69.5. Result ID: 69b0054a6dbb7075b959974e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"0.62B","Zero-shot":"true","Strategy":"Pruning"}. This record does not assert independent reproduction. ### EVA-CLIP-8B R@1: 67.9. Result ID: 69b0054a6dbb7075b9599757. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"4.59B","Zero-shot":"true","Strategy":"Pruning"}. This record does not assert independent reproduction. ### EVA-CLIP-E R@1: 62. Result ID: 69b0054a6dbb7075b9599754. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#Params":"2.50B","Zero-shot":"true","Strategy":"Pruning"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.