# AUC Evaluation on QM9 for Molecular Property Prediction Source: [AUC Evaluation on QM9 for Molecular Property Prediction]() Collection index: [llms.txt]() Data updated: 2026-03-27T12:38:27.008Z Evaluation of model performance on the QM9 dataset for Molecular Property Prediction, specifically reporting the Area Under the Curve (AUC) metric. 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 | Molecular Property Prediction | | Dataset (including any stated split) | QM9 | | Metric | AUC | | 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 - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | LiteGuard | 98.4 | Not recorded | 69c60ef10636e5bf4afc8419 | | LiteGuard | 83.4 | Not recorded | 69c60ef10636e5bf4afc8419 | | LiteGuard | 81.2 | Not recorded | 69c60ef10636e5bf4afc8419 | | LiteGuard | 79.1 | Not recorded | 69c60ef10636e5bf4afc8419 | | LiteGuard | 77 | Not recorded | 69c60ef10636e5bf4afc8419 | | GNNFingers | 68.8 | Not recorded | 69c60ef10636e5bf4afc8419 | | MetaV | 68.1 | Not recorded | 69c60ef10636e5bf4afc8419 | | MetaV | 67.3 | Not recorded | 69c60ef10636e5bf4afc8419 | | LiteGuard | 64.5 | Not recorded | 69c60ef10636e5bf4afc8419 | | GNNFingers | 63.7 | Not recorded | 69c60ef10636e5bf4afc8419 | | GNNFingers | 62.3 | Not recorded | 69c60ef10636e5bf4afc8419 | | GNNFingers | 62.1 | Not recorded | 69c60ef10636e5bf4afc8419 | | MetaV | 60.1 | Not recorded | 69c60ef10636e5bf4afc8419 | | MetaV | 60.1 | Not recorded | 69c60ef10636e5bf4afc8419 | | GNNFingers | 58.9 | Not recorded | 69c60ef10636e5bf4afc8419 | | MetaV | 58 | Not recorded | 69c60ef10636e5bf4afc8419 | | MetaV | 55 | Not recorded | 69c60ef10636e5bf4afc8419 | | GNNFingers | 50.6 | Not recorded | 69c60ef10636e5bf4afc8419 | ### LiteGuard AUC: 98.4. Result ID: 69c679ac47f34ce924b05023. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"Pruning"}. This record does not assert independent reproduction. ### LiteGuard AUC: 83.4. Result ID: 69c679ac47f34ce924b05024. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"Finetuning"}. This record does not assert independent reproduction. ### LiteGuard AUC: 81.2. Result ID: 69c679ac47f34ce924b05027. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"P-finetune"}. This record does not assert independent reproduction. ### LiteGuard AUC: 79.1. Result ID: 69c679ac47f34ce924b05026. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"N-finetune"}. This record does not assert independent reproduction. ### LiteGuard AUC: 77. Result ID: 69c679ac47f34ce924b05028. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"A-finetune"}. This record does not assert independent reproduction. ### GNNFingers AUC: 68.8. Result ID: 69c679ac47f34ce924b05017. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"Pruning"}. This record does not assert independent reproduction. ### MetaV AUC: 68.1. Result ID: 69c679ac47f34ce924b05021. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"P-finetune"}. This record does not assert independent reproduction. ### MetaV AUC: 67.3. Result ID: 69c679ac47f34ce924b0501d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"Pruning"}. This record does not assert independent reproduction. ### LiteGuard AUC: 64.5. Result ID: 69c679ac47f34ce924b05025. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"KD"}. This record does not assert independent reproduction. ### GNNFingers AUC: 63.7. Result ID: 69c679ac47f34ce924b05018. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"Finetuning"}. This record does not assert independent reproduction. ### GNNFingers AUC: 62.3. Result ID: 69c679ac47f34ce924b0501c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"A-finetune"}. This record does not assert independent reproduction. ### GNNFingers AUC: 62.1. Result ID: 69c679ac47f34ce924b0501b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"P-finetune"}. This record does not assert independent reproduction. ### MetaV AUC: 60.1. Result ID: 69c679ac47f34ce924b0501e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"Finetuning"}. This record does not assert independent reproduction. ### MetaV AUC: 60.1. Result ID: 69c679ac47f34ce924b05022. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"A-finetune"}. This record does not assert independent reproduction. ### GNNFingers AUC: 58.9. Result ID: 69c679ac47f34ce924b0501a. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"N-finetune"}. This record does not assert independent reproduction. ### MetaV AUC: 58. Result ID: 69c679ac47f34ce924b05020. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"N-finetune"}. This record does not assert independent reproduction. ### MetaV AUC: 55. Result ID: 69c679ac47f34ce924b0501f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"KD"}. This record does not assert independent reproduction. ### GNNFingers AUC: 50.6. Result ID: 69c679ac47f34ce924b05019. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GNN","Obfuscation Technique":"KD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.