# Relation Tagging on VidVRD v1.0 (test) Source: [Relation Tagging on VidVRD v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:47.252Z Evaluation of Relation Tagging performance on the test split of the VidVRD v1.0 dataset, measured using P@5 and P@10. 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 | Relation Tagging | | Dataset (including any stated split) | VidVRD v1.0 (test) | | Metric | P@5 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [P@5](): Higher is better; unit: PERCENT. - [P@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | P@5 | Result date | Report paper | | --- | --- | --- | --- | | VidVRD-II + PDL | 55.7 | Not recorded | 68fa6ecf1e209131cea424ea | | VidVRD-II | 55.6 | Not recorded | 68fa6ecf1e209131cea424ea | | VidVRD-II + KDL | 54.9 | Not recorded | 68fa6ecf1e209131cea424ea | | VidVRD-II + DLL | 53.7 | Not recorded | 68fa6ecf1e209131cea424ea | | IVRD | 49.87 | Not recorded | 68fa6ecf1e209131cea424ea | | Social Fabric | 49.2 | Not recorded | 68fa6ecf1e209131cea424ea | | TRACE | 45.3 | Not recorded | 68fa6ecf1e209131cea424ea | | VRD-STGC+MSVGG | 44.9 | Not recorded | 68fa6ecf1e209131cea424ea | | TSPN | 43.8 | Not recorded | 68fa6ecf1e209131cea424ea | | VRD-STGC + KDL | 43.5 | Not recorded | 68fa6ecf1e209131cea424ea | | VRD-STGC | 43.1 | Not recorded | 68fa6ecf1e209131cea424ea | | 3DRN | 41.8 | Not recorded | 68fa6ecf1e209131cea424ea | | VRD-STGC + DLL | 41.6 | Not recorded | 68fa6ecf1e209131cea424ea | | MHA | 41.4 | Not recorded | 68fa6ecf1e209131cea424ea | | VRD-STGC + PDL | 41.4 | Not recorded | 68fa6ecf1e209131cea424ea | | VRD-GCN | 41 | Not recorded | 68fa6ecf1e209131cea424ea | | GSTEG | 39.5 | Not recorded | 68fa6ecf1e209131cea424ea | | VidVRD | 28.9 | Not recorded | 68fa6ecf1e209131cea424ea | ### VidVRD-II + PDL P@5: 55.7. Result ID: 6990463c3a6c314849ff634e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VidVRD-II"}. This record does not assert independent reproduction. ### VidVRD-II P@5: 55.6. Result ID: 6990463c3a6c314849ff634d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VidVRD-II + KDL P@5: 54.9. Result ID: 6990463c3a6c314849ff634f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VidVRD-II"}. This record does not assert independent reproduction. ### VidVRD-II + DLL P@5: 53.7. Result ID: 6990463c3a6c314849ff6350. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VidVRD-II"}. This record does not assert independent reproduction. ### IVRD P@5: 49.87. Result ID: 6990463c3a6c314849ff6347. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Social Fabric P@5: 49.2. Result ID: 6990463c3a6c314849ff6346. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TRACE P@5: 45.3. Result ID: 6990463c3a6c314849ff6344. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VRD-STGC+MSVGG P@5: 44.9. Result ID: 6990463c3a6c314849ff6348. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TSPN P@5: 43.8. Result ID: 6990463c3a6c314849ff6345. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VRD-STGC + KDL P@5: 43.5. Result ID: 6990463c3a6c314849ff634b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VRD-STGC"}. This record does not assert independent reproduction. ### VRD-STGC P@5: 43.1. Result ID: 6990463c3a6c314849ff6349. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3DRN P@5: 41.8. Result ID: 6990463c3a6c314849ff6341. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VRD-STGC + DLL P@5: 41.6. Result ID: 6990463c3a6c314849ff634c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VRD-STGC"}. This record does not assert independent reproduction. ### MHA P@5: 41.4. Result ID: 6990463c3a6c314849ff6343. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VRD-STGC + PDL P@5: 41.4. Result ID: 6990463c3a6c314849ff634a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VRD-STGC"}. This record does not assert independent reproduction. ### VRD-GCN P@5: 41. Result ID: 6990463c3a6c314849ff6342. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSTEG P@5: 39.5. Result ID: 6990463c3a6c314849ff6340. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VidVRD P@5: 28.9. Result ID: 6990463c3a6c314849ff633f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.