# Scene Graph Detection on VG-150 v1.0 (test) Source: [Scene Graph Detection on VG-150 v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-29T09:23:20.303Z Evaluation of Scene Graph Detection (SGDet) performance on the test split of the VG-150 v1.0 dataset, reporting R@K, mR@K, and F@K metrics for K=50 and K=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 Detection (SGDet) | | Dataset (including any stated split) | VG-150 v1.0 (test) | | Metric | R@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 - [R@50](): Higher is better; unit: PERCENT. - [R@100](): Higher is better; unit: PERCENT. - [mR@50](): Higher is better; unit: PERCENT. - [mR@100](): Higher is better; unit: PERCENT. - [F@50](): Higher is better; unit: PERCENT. - [F@100](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@50 | Result date | Report paper | | --- | --- | --- | --- | | BGNN | 31 | Not recorded | 6a191d85dbd7150506f8279c | | Motifs | 31 | Not recorded | 6a191d85dbd7150506f8279c | | PE-Net | 30.7 | Not recorded | 6a191d85dbd7150506f8279c | | CooK | 30.1 | Not recorded | 6a191d85dbd7150506f8279c | | HetSGG | 30 | Not recorded | 6a191d85dbd7150506f8279c | | SSC-SGG | 28.6 | Not recorded | 6a191d85dbd7150506f8279c | | NICE | 27.8 | Not recorded | 6a191d85dbd7150506f8279c | | CFA | 27.4 | Not recorded | 6a191d85dbd7150506f8279c | | MCL | 27.3 | Not recorded | 6a191d85dbd7150506f8279c | | KERN | 27.1 | Not recorded | 6a191d85dbd7150506f8279c | | ST-SGG | 26.7 | Not recorded | 6a191d85dbd7150506f8279c | | IETrans | 26.4 | Not recorded | 6a191d85dbd7150506f8279c | | RA-SGG | 26 | Not recorded | 6a191d85dbd7150506f8279c | | AlignG | 25.9 | Not recorded | 6a191d85dbd7150506f8279c | | SQUAT | 24.5 | Not recorded | 6a191d85dbd7150506f8279c | | DPL | 24.5 | Not recorded | 6a191d85dbd7150506f8279c | | TDE | 16.9 | Not recorded | 6a191d85dbd7150506f8279c | ### BGNN R@50: 31. Result ID: 6a1959f7fbc373592c13f7d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### Motifs R@50: 31. Result ID: 6a1959f7fbc373592c13f7d9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Disabled"}. This record does not assert independent reproduction. ### PE-Net R@50: 30.7. Result ID: 6a1959f7fbc373592c13f7e1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Disabled"}. This record does not assert independent reproduction. ### CooK R@50: 30.1. Result ID: 6a1959f7fbc373592c13f7d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### HetSGG R@50: 30. Result ID: 6a1959f7fbc373592c13f7d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### SSC-SGG R@50: 28.6. Result ID: 6a1959f7fbc373592c13f7e0. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### NICE R@50: 27.8. Result ID: 6a1959f7fbc373592c13f7db. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### CFA R@50: 27.4. Result ID: 6a1959f7fbc373592c13f7dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Disabled"}. This record does not assert independent reproduction. ### MCL R@50: 27.3. Result ID: 6a1959f7fbc373592c13f7e2. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### KERN R@50: 27.1. Result ID: 6a1959f7fbc373592c13f7d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### ST-SGG R@50: 26.7. Result ID: 6a1959f7fbc373592c13f7de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### IETrans R@50: 26.4. Result ID: 6a1959f7fbc373592c13f7dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### RA-SGG R@50: 26. Result ID: 6a1959f7fbc373592c13f7e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### AlignG R@50: 25.9. Result ID: 6a1959f7fbc373592c13f7e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### SQUAT R@50: 24.5. Result ID: 6a1959f7fbc373592c13f7d7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### DPL R@50: 24.5. Result ID: 6a1959f7fbc373592c13f7df. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### TDE R@50: 16.9. Result ID: 6a1959f7fbc373592c13f7da. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Disabled"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.