# Sentence-to-Graph Retrieval on Visual Genome Gallery Size 1000 (test) Source: [Sentence-to-Graph Retrieval on Visual Genome Gallery Size 1000 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:37.079Z Evaluation of Sentence-to-Graph Retrieval performance on the test split of the Visual Genome dataset, specifically using the Gallery Size 1000 subset, measured using Recall@20, Recall@100, and Median Rank (Med). 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 | Sentence-to-Graph Retrieval | | Dataset (including any stated split) | Visual Genome Gallery Size 1000 (test) | | Metric | Recall@20 | | 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 - [Recall@20](): Higher is better; unit: PERCENT. - [Recall@100](): Higher is better; unit: PERCENT. - [Median Rank](): Lower is better; unit: SCALAR. ## Recorded results | Method | Recall@20 | Result date | Report paper | | --- | --- | --- | --- | | TDE | 20.8 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 19.1 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 19 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 18.5 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 17 | Not recorded | 68fa67381e209131cea14f05 | | TE | 15.9 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 14.7 | Not recorded | 68fa67381e209131cea14f05 | | X2Y-Tr | 14.5 | Not recorded | 68fa67381e209131cea14f05 | | X2Y | 14.3 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 13.7 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 13.4 | Not recorded | 68fa67381e209131cea14f05 | | Resample | 13.1 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 12.9 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 12.3 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 11.6 | Not recorded | 68fa67381e209131cea14f05 | | Focal | 10.9 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 9.9 | Not recorded | 68fa67381e209131cea14f05 | | Reweight | 9.7 | Not recorded | 68fa67381e209131cea14f05 | | NIE | 6.7 | Not recorded | 68fa67381e209131cea14f05 | ### TDE Recall@20: 20.8. Result ID: 698d216d8b517eb4331f38da. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE Recall@20: 19.1. Result ID: 698d216d8b517eb4331f38e2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"VCTree","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE Recall@20: 19. Result ID: 698d216d8b517eb4331f38e0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"VCTree","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE Recall@20: 18.5. Result ID: 698d216d8b517eb4331f38de. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"VTransE","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE Recall@20: 17. Result ID: 698d216d8b517eb4331f38d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### TE Recall@20: 15.9. Result ID: 698d216d8b517eb4331f38d6. [Reporting paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE Recall@20: 14.7. Result ID: 698d216d8b517eb4331f38dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"VTransE","Fusion":"SUM"}. This record does not assert independent reproduction. ### X2Y-Tr Recall@20: 14.5. Result ID: 698d216d8b517eb4331f38d5. [Reporting paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### X2Y Recall@20: 14.3. Result ID: 698d216d8b517eb4331f38d4. [Reporting paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline Recall@20: 13.7. Result ID: 698d216d8b517eb4331f38d9. [Reporting paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"GATE"}. This record does not assert independent reproduction. ### Baseline Recall@20: 13.4. Result ID: 698d216d8b517eb4331f38e1. [Reporting paper]() Recorded evaluation configuration: {"Model":"VCTree","Fusion":"GATE"}. This record does not assert independent reproduction. ### Resample Recall@20: 13.1. Result ID: 698d216d8b517eb4331f38d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline Recall@20: 12.9. Result ID: 698d216d8b517eb4331f38dd. [Reporting paper]() Recorded evaluation configuration: {"Model":"VTransE","Fusion":"GATE"}. This record does not assert independent reproduction. ### Baseline Recall@20: 12.3. Result ID: 698d216d8b517eb4331f38db. [Reporting paper]() Recorded evaluation configuration: {"Model":"VTransE","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline Recall@20: 11.6. Result ID: 698d216d8b517eb4331f38d0. [Reporting paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### Focal Recall@20: 10.9. Result ID: 698d216d8b517eb4331f38d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline Recall@20: 9.9. Result ID: 698d216d8b517eb4331f38df. [Reporting paper]() Recorded evaluation configuration: {"Model":"VCTree","Fusion":"SUM"}. This record does not assert independent reproduction. ### Reweight Recall@20: 9.7. Result ID: 698d216d8b517eb4331f38d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. ### NIE Recall@20: 6.7. Result ID: 698d216d8b517eb4331f38d7. [Reporting paper]() Recorded evaluation configuration: {"Model":"MOTIFS+","Fusion":"SUM"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.