# Weakly Supervised Grounding on Visual Genome (VG) (test) Source: [Weakly Supervised Grounding on Visual Genome (VG) (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:23.765Z Evaluation of Weakly Supervised Grounding performance on the test split of the Visual Genome dataset, measured using Accuracy (Pointing Game). 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 | Weakly Supervised Grounding | | Dataset (including any stated split) | Visual Genome (VG) (test) | | Metric | Accuracy (Pointing Game) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Accuracy (Pointing Game)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Pointing Game) | Result date | Report paper | | --- | --- | --- | --- | | GbS | 55.91 | Not recorded | 68fa69c81e209131cea23f3b | | MG | 55.16 | Not recorded | 68fa69c81e209131cea23f3b | | GbS ensemble | 54.55 | Not recorded | 68fa69c81e209131cea23f3b | | GbS | 53.4 | Not recorded | 68fa69c81e209131cea23f3b | | GbS | 52.7 | Not recorded | 68fa69c81e209131cea23f3b | | MG | 52.33 | Not recorded | 68fa69c81e209131cea23f3b | | GbS | 52 | Not recorded | 68fa69c81e209131cea23f3b | | MG | 48.76 | Not recorded | 68fa69c81e209131cea23f3b | | MG | 47.94 | Not recorded | 68fa69c81e209131cea23f3b | | SSS | 30.03 | Not recorded | 68fa69c81e209131cea23f3b | | VGLS | 24.4 | Not recorded | 68fa69c81e209131cea23f3b | | Baseline (Center) | 20.55 | Not recorded | 68fa69c81e209131cea23f3b | | TD | 19.31 | Not recorded | 68fa69c81e209131cea23f3b | | FCVC | 14.03 | Not recorded | 68fa69c81e209131cea23f3b | | Baseline (Random) | 11.15 | Not recorded | 68fa69c81e209131cea23f3b | ### GbS Accuracy (Pointing Game): 55.91. Result ID: 698de154ffc3901de099540e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PNASNet","Training":"VG"}. This record does not assert independent reproduction. ### MG Accuracy (Pointing Game): 55.16. Result ID: 698de154ffc3901de099540d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PNASNet","Training":"VG"}. This record does not assert independent reproduction. ### GbS ensemble Accuracy (Pointing Game): 54.55. Result ID: 698de154ffc3901de0995415. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Ensemble","Training":"MS-COCO"}. This record does not assert independent reproduction. ### GbS Accuracy (Pointing Game): 53.4. Result ID: 698de154ffc3901de099540c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"VG"}. This record does not assert independent reproduction. ### GbS Accuracy (Pointing Game): 52.7. Result ID: 698de154ffc3901de0995414. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PNASNet","Training":"MS-COCO"}. This record does not assert independent reproduction. ### MG Accuracy (Pointing Game): 52.33. Result ID: 698de154ffc3901de0995413. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PNASNet","Training":"MS-COCO"}. This record does not assert independent reproduction. ### GbS Accuracy (Pointing Game): 52. Result ID: 698de154ffc3901de0995412. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"MS-COCO"}. This record does not assert independent reproduction. ### MG Accuracy (Pointing Game): 48.76. Result ID: 698de154ffc3901de099540b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"VG"}. This record does not assert independent reproduction. ### MG Accuracy (Pointing Game): 47.94. Result ID: 698de154ffc3901de0995411. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"MS-COCO"}. This record does not assert independent reproduction. ### SSS Accuracy (Pointing Game): 30.03. Result ID: 698de154ffc3901de099540a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"VG"}. This record does not assert independent reproduction. ### VGLS Accuracy (Pointing Game): 24.4. Result ID: 698de154ffc3901de0995410. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"MS-COCO"}. This record does not assert independent reproduction. ### Baseline (Center) Accuracy (Pointing Game): 20.55. Result ID: 698de154ffc3901de0995408. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Center","Training":"N/A"}. This record does not assert independent reproduction. ### TD Accuracy (Pointing Game): 19.31. Result ID: 698de154ffc3901de0995409. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Inception-2","Training":"VG"}. This record does not assert independent reproduction. ### FCVC Accuracy (Pointing Game): 14.03. Result ID: 698de154ffc3901de099540f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","Training":"MS-COCO"}. This record does not assert independent reproduction. ### Baseline (Random) Accuracy (Pointing Game): 11.15. Result ID: 698de154ffc3901de0995407. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Random","Training":"N/A"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.