# Scene Graph Generation on VG (test) Source: [Scene Graph Generation on VG (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:11:02.075Z Evaluation of Scene Graph Generation performance on the test split of the Visual Genome (VG) dataset, measured using mR@K metrics. 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 Generation | | Dataset (including any stated split) | VG (test) | | Metric | mR@50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [mR@50](): Higher is better; unit: PERCENT. - [mR@20](): Higher is better; unit: PERCENT. - [mR@100](): Higher is better; unit: PERCENT. ## Recorded results | Method | mR@50 | Result date | Report paper | | --- | --- | --- | --- | | BGNN | 17.07 | Not recorded | 68fa6c0f1e209131cea31d3d | | BGNN | 14.43 | Not recorded | 68fa6c0f1e209131cea31d3d | | BGNN | 13.63 | Not recorded | 68fa6c0f1e209131cea31d3d | | BGNN | 10.59 | Not recorded | 68fa6c0f1e209131cea31d3d | | PCPL | 10.4 | Not recorded | 68fa6c0f1e209131cea31d3d | | PCPL | 9.5 | Not recorded | 68fa6c0f1e209131cea31d3d | | VCTree | 8.2 | Not recorded | 68fa6c0f1e209131cea31d3d | | Motifs | 7.57 | Not recorded | 68fa6c0f1e209131cea31d3d | | Motifs | 7.37 | Not recorded | 68fa6c0f1e209131cea31d3d | | G-RCNN | 6.66 | Not recorded | 68fa6c0f1e209131cea31d3d | | G-RCNN | 6.62 | Not recorded | 68fa6c0f1e209131cea31d3d | | IMP | 6 | Not recorded | 68fa6c0f1e209131cea31d3d | | Motifs | 5.49 | Not recorded | 68fa6c0f1e209131cea31d3d | | Motifs | 5.22 | Not recorded | 68fa6c0f1e209131cea31d3d | | G-RCNN | 5.15 | Not recorded | 68fa6c0f1e209131cea31d3d | | G-RCNN | 4.89 | Not recorded | 68fa6c0f1e209131cea31d3d | | IMP | 3.8 | Not recorded | 68fa6c0f1e209131cea31d3d | ### BGNN mR@50: 17.07. Result ID: 698ec2ffffc3901de0a0e3ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"C-bias","Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### BGNN mR@50: 14.43. Result ID: 698ec2ffffc3901de0a0e3a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"C-bias","Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### BGNN mR@50: 13.63. Result ID: 698ec2ffffc3901de0a0e3aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"baseline","Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### BGNN mR@50: 10.59. Result ID: 698ec2ffffc3901de0a0e3a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"baseline","Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### PCPL mR@50: 10.4. Result ID: 698ec2ffffc3901de0a0e3a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### PCPL mR@50: 9.5. Result ID: 698ec2ffffc3901de0a0e39b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### VCTree mR@50: 8.2. Result ID: 698ec2ffffc3901de0a0e39d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### Motifs mR@50: 7.57. Result ID: 698ec2ffffc3901de0a0e3a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"C-bias","Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### Motifs mR@50: 7.37. Result ID: 698ec2ffffc3901de0a0e3a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"baseline","Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### G-RCNN mR@50: 6.66. Result ID: 698ec2ffffc3901de0a0e3a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"C-bias","Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### G-RCNN mR@50: 6.62. Result ID: 698ec2ffffc3901de0a0e3a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"baseline","Constraint Setting":"no constraint"}. This record does not assert independent reproduction. ### IMP mR@50: 6. Result ID: 698ec2ffffc3901de0a0e39c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### Motifs mR@50: 5.49. Result ID: 698ec2ffffc3901de0a0e3a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"C-bias","Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### Motifs mR@50: 5.22. Result ID: 698ec2ffffc3901de0a0e3a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"baseline","Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### G-RCNN mR@50: 5.15. Result ID: 698ec2ffffc3901de0a0e39f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"C-bias","Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### G-RCNN mR@50: 4.89. Result ID: 698ec2ffffc3901de0a0e39e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method":"baseline","Constraint Setting":"constraint"}. This record does not assert independent reproduction. ### IMP mR@50: 3.8. Result ID: 698ec2ffffc3901de0a0e3a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Constraint Setting":"no constraint"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.