# Scene Graph Classification on VG-150 v1.0 (test) Source: [Scene Graph Classification on VG-150 v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-29T09:23:20.262Z Evaluation of Scene Graph Classification (SGCls) performance on the test split of the VG-150 v1.0 dataset, measured using R@K, mR@K, and F@K metrics (K=50, 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 Classification (SGCls) | | 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 | | --- | --- | --- | --- | | PE-Net | 39.4 | Not recorded | 6a191d85dbd7150506f8279c | | CooK | 39.1 | Not recorded | 6a191d85dbd7150506f8279c | | RA-SGG | 38.2 | Not recorded | 6a191d85dbd7150506f8279c | | Motifs | 38 | Not recorded | 6a191d85dbd7150506f8279c | | HetSGG | 37.6 | Not recorded | 6a191d85dbd7150506f8279c | | BGNN | 37.4 | Not recorded | 6a191d85dbd7150506f8279c | | SSC-SGG | 37.4 | Not recorded | 6a191d85dbd7150506f8279c | | KERN | 36.7 | Not recorded | 6a191d85dbd7150506f8279c | | MCL | 36.2 | Not recorded | 6a191d85dbd7150506f8279c | | CFA | 34.9 | Not recorded | 6a191d85dbd7150506f8279c | | AlignG | 34.6 | Not recorded | 6a191d85dbd7150506f8279c | | ST-SGG | 33.4 | Not recorded | 6a191d85dbd7150506f8279c | | SQUAT | 33.1 | Not recorded | 6a191d85dbd7150506f8279c | | NICE | 33.1 | Not recorded | 6a191d85dbd7150506f8279c | | DPL | 32.6 | Not recorded | 6a191d85dbd7150506f8279c | | IETrans | 32.5 | Not recorded | 6a191d85dbd7150506f8279c | | TDE | 27.7 | Not recorded | 6a191d85dbd7150506f8279c | ### PE-Net R@50: 39.4. Result ID: 6a1959f7fbc373592c13f7d0. [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: 39.1. Result ID: 6a1959f7fbc373592c13f7c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### RA-SGG R@50: 38.2. Result ID: 6a1959f7fbc373592c13f7d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### Motifs R@50: 38. Result ID: 6a1959f7fbc373592c13f7c8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Disabled"}. This record does not assert independent reproduction. ### HetSGG R@50: 37.6. Result ID: 6a1959f7fbc373592c13f7c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### BGNN R@50: 37.4. Result ID: 6a1959f7fbc373592c13f7c4. [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: 37.4. Result ID: 6a1959f7fbc373592c13f7cf. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### KERN R@50: 36.7. Result ID: 6a1959f7fbc373592c13f7c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### MCL R@50: 36.2. Result ID: 6a1959f7fbc373592c13f7d1. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### CFA R@50: 34.9. Result ID: 6a1959f7fbc373592c13f7cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Disabled"}. This record does not assert independent reproduction. ### AlignG R@50: 34.6. Result ID: 6a1959f7fbc373592c13f7d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"PE-Net","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### ST-SGG R@50: 33.4. Result ID: 6a1959f7fbc373592c13f7cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### SQUAT R@50: 33.1. Result ID: 6a1959f7fbc373592c13f7c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Specific","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### NICE R@50: 33.1. Result ID: 6a1959f7fbc373592c13f7ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### DPL R@50: 32.6. Result ID: 6a1959f7fbc373592c13f7ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Motifs","Frequency-aware Protocol":"Enabled"}. This record does not assert independent reproduction. ### IETrans R@50: 32.5. Result ID: 6a1959f7fbc373592c13f7cb. [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: 27.7. Result ID: 6a1959f7fbc373592c13f7c9. [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.