# Scene Graph Classification on Visual Genome (VG) Zero-Shot Source: [Scene Graph Classification on Visual Genome (VG) Zero-Shot]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:43.252Z Evaluation of Scene Graph Classification performance on the Zero-Shot setting of the Visual Genome dataset, measured using Recall@50 (R@50) and Recall@100 (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 Classification | | 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 | 3.4 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 3.2 | Not recorded | 68fa67381e209131cea14f05 | | X2Y-Tr | 3.1 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 3 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 2.9 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 2.5 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 2.5 | Not recorded | 68fa67381e209131cea14f05 | | Resample | 2.3 | Not recorded | 68fa67381e209131cea14f05 | | X2Y | 2.3 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 2.2 | Not recorded | 68fa67381e209131cea14f05 | | Focal | 2.2 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 2.1 | Not recorded | 68fa67381e209131cea14f05 | | TDE | 1.9 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 1.9 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 1.9 | Not recorded | 68fa67381e209131cea14f05 | | TE | 1.4 | Not recorded | 68fa67381e209131cea14f05 | | Baseline | 0.9 | Not recorded | 68fa67381e209131cea14f05 | | NIE | 0.2 | Not recorded | 68fa67381e209131cea14f05 | | Reweight | 0.1 | Not recorded | 68fa67381e209131cea14f05 | ### TDE R@50: 3.4. Result ID: 698d216d8b517eb4331f3911. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE R@50: 3.2. Result ID: 698d216d8b517eb4331f3919. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"SUM"}. This record does not assert independent reproduction. ### X2Y-Tr R@50: 3.1. Result ID: 698d216d8b517eb4331f390e. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### TDE R@50: 3. Result ID: 698d216d8b517eb4331f391b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE R@50: 2.9. Result ID: 698d216d8b517eb4331f3915. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 2.5. Result ID: 698d216d8b517eb4331f3914. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 2.5. Result ID: 698d216d8b517eb4331f391a. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"GATE"}. This record does not assert independent reproduction. ### Resample R@50: 2.3. Result ID: 698d216d8b517eb4331f390c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. ### X2Y R@50: 2.3. Result ID: 698d216d8b517eb4331f390d. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 2.2. Result ID: 698d216d8b517eb4331f3909. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. ### Focal R@50: 2.2. Result ID: 698d216d8b517eb4331f390a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"None"}. This record does not assert independent reproduction. ### TDE R@50: 2.1. Result ID: 698d216d8b517eb4331f3917. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"GATE"}. This record does not assert independent reproduction. ### TDE R@50: 1.9. Result ID: 698d216d8b517eb4331f3913. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"GATE"}. This record does not assert independent reproduction. ### Baseline R@50: 1.9. Result ID: 698d216d8b517eb4331f3916. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VTransE","Fusion":"GATE"}. This record does not assert independent reproduction. ### Baseline R@50: 1.9. Result ID: 698d216d8b517eb4331f3918. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"VCTree","Fusion":"SUM"}. This record does not assert independent reproduction. ### TE R@50: 1.4. Result ID: 698d216d8b517eb4331f390f. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### Baseline R@50: 0.9. Result ID: 698d216d8b517eb4331f3912. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"GATE"}. This record does not assert independent reproduction. ### NIE R@50: 0.2. Result ID: 698d216d8b517eb4331f3910. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"MOTIFS","Fusion":"SUM"}. This record does not assert independent reproduction. ### Reweight R@50: 0.1. Result ID: 698d216d8b517eb4331f390b. [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.