# Visual Relation Tagging on VidOR (val) Source: [Visual Relation Tagging on VidOR (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:47.341Z Evaluation of Visual Relation Tagging performance on the validation split of the VidOR dataset, measured using P@1, 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 | Visual Relation Tagging | | Dataset (including any stated split) | VidOR (val) | | Metric | P@5 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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@1](): Higher is better; unit: PERCENT. - [P@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | P@5 | Result date | Report paper | | --- | --- | --- | --- | | Social Fabric | 55.16 | Not recorded | 68fa6a8f1e209131cea28d59 | | Xie et al. | 54.57 | Not recorded | 68fa6a8f1e209131cea28d59 | | Social Fabric | 53.34 | Not recorded | 68fa6a8f1e209131cea28d59 | | Gao et al. | 52.73 | Not recorded | 68fa75681e209131cea67a84 | | Social Fabric | 45.74 | Not recorded | 68fa6a8f1e209131cea28d59 | | Social Fabric | 43.58 | Not recorded | 68fa6a8f1e209131cea28d59 | | TSPN | 42.22 | Not recorded | 68fa75681e209131cea67a84 | | MHA | 41.56 | Not recorded | 68fa75681e209131cea67a84 | | Su et al. | 41.56 | Not recorded | 68fa6a8f1e209131cea28d59 | | MMFF | 40.73 | Not recorded | 68fa75681e209131cea67a84 | | Sun et al. | 40.73 | Not recorded | 68fa6a8f1e209131cea28d59 | | VSRN | 37 | Not recorded | 68fa75681e209131cea67a84 | | PPN-STGCN | 36.78 | Not recorded | 68fa75681e209131cea67a84 | | Liu et al. | 36.78 | Not recorded | 68fa6a8f1e209131cea28d59 | ### Social Fabric P@5: 55.16. Result ID: 699abc2e5698665ec44a3957. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"our features"}. This record does not assert independent reproduction. ### Xie et al. P@5: 54.57. Result ID: 699abc2e5698665ec44a3953. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Social Fabric P@5: 53.34. Result ID: 699abc2e5698665ec44a3956. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"Xie et al. \[53\]"}. This record does not assert independent reproduction. ### Gao et al. P@5: 52.73. Result ID: 69939fa43a6c314849175847. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Approach":"Window","Features":"ResNet101+GloVe"}. This record does not assert independent reproduction. ### Social Fabric P@5: 45.74. Result ID: 699abc2e5698665ec44a3955. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"Liu et al. \[30\]"}. This record does not assert independent reproduction. ### Social Fabric P@5: 43.58. Result ID: 699abc2e5698665ec44a3954. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"Su et al. \[42\]"}. This record does not assert independent reproduction. ### TSPN P@5: 42.22. Result ID: 69939fa43a6c314849175848. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Approach":"Window","Features":"ResNet101"}. This record does not assert independent reproduction. ### MHA P@5: 41.56. Result ID: 69939fa43a6c314849175844. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT+word2vec"}. This record does not assert independent reproduction. ### Su et al. P@5: 41.56. Result ID: 699abc2e5698665ec44a3951. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMFF P@5: 40.73. Result ID: 69939fa43a6c314849175843. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT+word2vec"}. This record does not assert independent reproduction. ### Sun et al. P@5: 40.73. Result ID: 699abc2e5698665ec44a3950. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VSRN P@5: 37. Result ID: 69939fa43a6c314849175845. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Segment","Features":"I3D+word2vec"}. This record does not assert independent reproduction. ### PPN-STGCN P@5: 36.78. Result ID: 69939fa43a6c314849175846. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Window","Features":"I3D+ResNet101"}. This record does not assert independent reproduction. ### Liu et al. P@5: 36.78. Result ID: 699abc2e5698665ec44a3952. [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.