# Dataset Auditing on UCF-101 Source: [Dataset Auditing on UCF-101]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:41.936Z Evaluation of Dataset Auditing performance on the UCF-101 dataset, reporting metrics such as Delta-acc, TPR, and FPR. 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 | Dataset Auditing | | Dataset (including any stated split) | UCF-101 | | Metric | Delta-acc | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Delta-acc](): Higher is better; unit: SCALAR. - [TPR](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [FPR](): Lower is better; unit: PERCENT. ## Recorded results | Method | Delta-acc | Result date | Report paper | | --- | --- | --- | --- | | VICTOR | -0.011 | Not recorded | 69423925456146936285068c | | VICTOR | -0.012 | Not recorded | 69423925456146936285068c | | ML-DA | -0.014 | Not recorded | 69423925456146936285068c | | ML-DA | -0.015 | Not recorded | 69423925456146936285068c | | VICTOR | -0.021 | Not recorded | 69423925456146936285068c | | ML-DA | -0.024 | Not recorded | 69423925456146936285068c | | MT | -0.036 | Not recorded | 69423925456146936285068c | | MT | -0.038 | Not recorded | 69423925456146936285068c | | MT | -0.038 | Not recorded | 69423925456146936285068c | ### VICTOR Delta-acc: -0.011. Result ID: 6997009c5698665ec44da573. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"TSM"}. This record does not assert independent reproduction. ### VICTOR Delta-acc: -0.012. Result ID: 6997009c5698665ec44da570. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SlowFast"}. This record does not assert independent reproduction. ### ML-DA Delta-acc: -0.014. Result ID: 6997009c5698665ec44da56e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SlowFast"}. This record does not assert independent reproduction. ### ML-DA Delta-acc: -0.015. Result ID: 6997009c5698665ec44da571. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"TSM"}. This record does not assert independent reproduction. ### VICTOR Delta-acc: -0.021. Result ID: 6997009c5698665ec44da56d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"I3D"}. This record does not assert independent reproduction. ### ML-DA Delta-acc: -0.024. Result ID: 6997009c5698665ec44da56b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"I3D"}. This record does not assert independent reproduction. ### MT Delta-acc: -0.036. Result ID: 6997009c5698665ec44da56f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SlowFast"}. This record does not assert independent reproduction. ### MT Delta-acc: -0.038. Result ID: 6997009c5698665ec44da56c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"I3D"}. This record does not assert independent reproduction. ### MT Delta-acc: -0.038. Result ID: 6997009c5698665ec44da572. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"TSM"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.