# Scene Graph Detection on Visual Genome (VG) Zero-Shot Source: [Scene Graph Detection on Visual Genome (VG) Zero-Shot]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:43.269Z Evaluation of Scene Graph Detection performance on the Zero-Shot setting of the Visual Genome dataset, measured using R@50 and R@100. 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 | Scene Graph Detection | | Dataset (including any stated split) | Visual Genome (VG) Zero-Shot | | Metric | R@50 | | 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@50](): Higher is better; unit: PERCENT. - [R@100](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@50 | Result date | Report paper | | --- | --- | --- | --- | | TDE | 260 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 230 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 220 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 200 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 190 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 190 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 190 | Not recorded | 68fa67381e209131cea14f05 | | X2Y-Tr | 180 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 180 | Not recorded | 68fa67381e209131cea14f05 | | X2Y | 160 | Not recorded | 68fa67381e209131cea14f05 | | TE | 140 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 80 | Not recorded | 68fa67381e209131cea14f05 | | NIE | 30 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 20 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 20 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 10 | Not recorded | 68fa67381e209131cea14f05 | | Focal | 10 | Not recorded | 68fa67381e209131cea14f05 | | Resample | 10 | Not recorded | 68fa67381e209131cea14f05 | | Reweight | 0 | Not recorded | 68fa67381e209131cea14f05 | ### TDE R@50: 260. Result ID: 698d216d8b517eb4331f392c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE R@50: 230. Result ID: 698d216d8b517eb4331f3924. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE R@50: 220. Result ID: 698d216d8b517eb4331f392e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE R@50: 200. Result ID: 698d216d8b517eb4331f3928. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE R@50: 190. Result ID: 698d216d8b517eb4331f3926. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"GATE"}. This record does not assert independent reproduction. ### Baseline R@50: 190. Result ID: 698d216d8b517eb4331f3929. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE R@50: 190. Result ID: 698d216d8b517eb4331f392a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"GATE"}. This record does not assert independent reproduction. ### X2Y-Tr R@50: 180. Result ID: 698d216d8b517eb4331f3921. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 180. Result ID: 698d216d8b517eb4331f392d. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"GATE"}. This record does not assert independent reproduction. ### X2Y R@50: 160. Result ID: 698d216d8b517eb4331f3920. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### TE R@50: 140. Result ID: 698d216d8b517eb4331f3922. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 80. Result ID: 698d216d8b517eb4331f3927. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"SUM"}. This record does not assert independent reproduction. ### NIE R@50: 30. Result ID: 698d216d8b517eb4331f3923. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 20. Result ID: 698d216d8b517eb4331f3925. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"GATE"}. This record does not assert independent reproduction. ### Baseline R@50: 20. Result ID: 698d216d8b517eb4331f392b. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 10. Result ID: 698d216d8b517eb4331f391c. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. ### Focal R@50: 10. Result ID: 698d216d8b517eb4331f391d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. ### Resample R@50: 10. Result ID: 698d216d8b517eb4331f391f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. ### Reweight R@50: 0. Result ID: 698d216d8b517eb4331f391e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.