# Text-to-Image Retrieval on LIT-CN Source: [Text-to-Image Retrieval on LIT-CN]() Collection index: [llms.txt]() Data updated: 2026-05-26T10:29:00.039Z Evaluation of Text-to-Image Retrieval performance on the LIT-CN dataset, reporting Recall@1. 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) | LIT-CN | | Metric | Recall@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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@1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall@1 | Result date | Report paper | | --- | --- | --- | --- | | FG-CLIP 2 | 86.3 | Not recorded | 68fa7c451e209131cea8d4af | | FG-CLIP 2 | 85.9 | Not recorded | 68fa7c451e209131cea8d4af | | FG-CLIP 2 | 81.1 | Not recorded | 68fa7c451e209131cea8d4af | | Meta CLIP 2 | 67.6 | Not recorded | 68fa7c451e209131cea8d4af | | Chinese-CLIP | 38.9 | Not recorded | 68fa7c451e209131cea8d4af | | Chinese-CLIP | 35.6 | Not recorded | 68fa7c451e209131cea8d4af | | R2D2 | 33.3 | Not recorded | 68fa7c451e209131cea8d4af | | R2D2 | 27.4 | Not recorded | 68fa7c451e209131cea8d4af | | SigLIP 2 | 10.9 | Not recorded | 68fa7c451e209131cea8d4af | | SigLIP 2 | 10.8 | Not recorded | 68fa7c451e209131cea8d4af | | SigLIP 2 | 2.6 | Not recorded | 68fa7c451e209131cea8d4af | ### FG-CLIP 2 Recall@1: 86.3. Result ID: 6a157537fbc373592c0d8200. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-So/16"}. This record does not assert independent reproduction. ### FG-CLIP 2 Recall@1: 85.9. Result ID: 6a157537fbc373592c0d81fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/16"}. This record does not assert independent reproduction. ### FG-CLIP 2 Recall@1: 81.1. Result ID: 6a157537fbc373592c0d81f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### Meta CLIP 2 Recall@1: 67.6. Result ID: 6a157537fbc373592c0d81ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-H/14"}. This record does not assert independent reproduction. ### Chinese-CLIP Recall@1: 38.9. Result ID: 6a157537fbc373592c0d81fb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L/14"}. This record does not assert independent reproduction. ### Chinese-CLIP Recall@1: 35.6. Result ID: 6a157537fbc373592c0d81f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### R2D2 Recall@1: 33.3. Result ID: 6a157537fbc373592c0d81fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-L/14"}. This record does not assert independent reproduction. ### R2D2 Recall@1: 27.4. Result ID: 6a157537fbc373592c0d81f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. ### SigLIP 2 Recall@1: 10.9. Result ID: 6a157537fbc373592c0d81fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L/16"}. This record does not assert independent reproduction. ### SigLIP 2 Recall@1: 10.8. Result ID: 6a157537fbc373592c0d81fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-So/16"}. This record does not assert independent reproduction. ### SigLIP 2 Recall@1: 2.6. Result ID: 6a157537fbc373592c0d81f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.