# Dataset Auditing on HMDB-51 Source: [Dataset Auditing on HMDB-51]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:41.917Z Evaluation of Dataset Auditing performance metrics (TPR, FPR, F1 Score, Delta-acc) on the HMDB-51 dataset. 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) | HMDB-51 | | 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 | -0.02 | Not recorded | 69423925456146936285068c | | VICTOR | -0.032 | Not recorded | 69423925456146936285068c | | VICTOR | -0.042 | Not recorded | 69423925456146936285068c | | ML-DA | -0.043 | Not recorded | 69423925456146936285068c | | MT | -0.044 | Not recorded | 69423925456146936285068c | | MT | -0.052 | Not recorded | 69423925456146936285068c | | ML-DA | -0.063 | Not recorded | 69423925456146936285068c | | MT | -0.065 | Not recorded | 69423925456146936285068c | | ML-DA | -0.072 | Not recorded | 69423925456146936285068c | ### VICTOR Delta-acc: -0.02. Result ID: 6997009c5698665ec44da564. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"I3D"}. This record does not assert independent reproduction. ### VICTOR Delta-acc: -0.032. Result ID: 6997009c5698665ec44da56a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"TSM"}. This record does not assert independent reproduction. ### VICTOR Delta-acc: -0.042. Result ID: 6997009c5698665ec44da567. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SlowFast"}. This record does not assert independent reproduction. ### ML-DA Delta-acc: -0.043. Result ID: 6997009c5698665ec44da568. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"TSM"}. This record does not assert independent reproduction. ### MT Delta-acc: -0.044. Result ID: 6997009c5698665ec44da569. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"TSM"}. This record does not assert independent reproduction. ### MT Delta-acc: -0.052. Result ID: 6997009c5698665ec44da566. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SlowFast"}. This record does not assert independent reproduction. ### ML-DA Delta-acc: -0.063. Result ID: 6997009c5698665ec44da562. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"I3D"}. This record does not assert independent reproduction. ### MT Delta-acc: -0.065. Result ID: 6997009c5698665ec44da563. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"I3D"}. This record does not assert independent reproduction. ### ML-DA Delta-acc: -0.072. Result ID: 6997009c5698665ec44da565. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SlowFast"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.