# Certified Robustness (Scaling 2) on TinyImageNet VNNComp'24 Source: [Certified Robustness (Scaling 2) on TinyImageNet VNNComp'24]() Collection index: [llms.txt]() Data updated: 2026-04-28T10:21:24.297Z Evaluation of certified robustness performance, specifically under the 'Scaling 2' configuration, on the TinyImageNet VNNComp'24 dataset, reporting certified accuracy and computation time per image. 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 | Certified Robustness (Scaling 2) | | Dataset (including any stated split) | TinyImageNet VNNComp'24 | | Metric | Certified Accuracy (%) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Certified Accuracy (%)](): Higher is better; unit: PERCENT. - [Time per Image (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Certified Accuracy (%) | Result date | Report paper | | --- | --- | --- | --- | | Super-DeepG | 36 | Not recorded | 69f03f7955a3c32af89fa52c | | FGV | 35 | Not recorded | 69f03f7955a3c32af89fa52c | | FGV | 35 | Not recorded | 69f03f7955a3c32af89fa52c | | FGV | 30 | Not recorded | 69f03f7955a3c32af89fa52c | | FGV | 7 | Not recorded | 69f03f7955a3c32af89fa52c | ### Super-DeepG Certified Accuracy (%): 36. Result ID: 69f0895747f34ce924d71cfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Interval size":"0.0002"}. This record does not assert independent reproduction. ### FGV Certified Accuracy (%): 35. Result ID: 69f0895747f34ce924d71cfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Interval size":"7 × 10−7"}. This record does not assert independent reproduction. ### FGV Certified Accuracy (%): 35. Result ID: 69f0895747f34ce924d71cfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Interval size":"6 × 10−7"}. This record does not assert independent reproduction. ### FGV Certified Accuracy (%): 30. Result ID: 69f0895747f34ce924d71cfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Interval size":"1 × 10−6"}. This record does not assert independent reproduction. ### FGV Certified Accuracy (%): 7. Result ID: 69f0895747f34ce924d71cf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Interval size":"5 × 10−6"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.