# Dataset Tracking on CIFAR-10 Source: [Dataset Tracking on CIFAR-10]() Collection index: [llms.txt]() Data updated: 2026-06-23T08:22:15.278Z Evaluation of model performance on CIFAR-10 focusing on Dataset Tracking metrics, including specific component scores (A 1, A 2, A 3) and Overall True Positive Rate (TPR). 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 Tracking | | Dataset (including any stated split) | CIFAR-10 | | Metric | Component Score A 1 | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Component Score A 1](): Higher is better; unit: SCALAR. - [Component Score A 2](): Higher is better; unit: SCALAR. - [Component Score A 3](): Higher is better; unit: SCALAR. - [Overall TPR](): Higher is better; unit: PERCENT. ## Recorded results | Method | Component Score A 1 | Result date | Report paper | | --- | --- | --- | --- | | DIPBox | 20 | Not recorded | 6a3a12e6206542251d7c6e1c | | Data-use | 15 | Not recorded | 6a3a12e6206542251d7c6e1c | | RAI² | 6 | Not recorded | 6a3a12e6206542251d7c6e1c | | UBW | 4 | Not recorded | 6a3a12e6206542251d7c6e1c | | EMA | 3 | Not recorded | 6a3a12e6206542251d7c6e1c | | Radioactive | 1 | Not recorded | 6a3a12e6206542251d7c6e1c | | DI | 1 | Not recorded | 6a3a12e6206542251d7c6e1c | ### DIPBox Component Score A 1: 20. Result ID: 6a3a422dfbc373592c34baf2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Data-use Component Score A 1: 15. Result ID: 6a3a422dfbc373592c34baf1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RAI² Component Score A 1: 6. Result ID: 6a3a422dfbc373592c34baf0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UBW Component Score A 1: 4. Result ID: 6a3a422dfbc373592c34baef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMA Component Score A 1: 3. Result ID: 6a3a422dfbc373592c34baee. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Radioactive Component Score A 1: 1. Result ID: 6a3a422dfbc373592c34baec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DI Component Score A 1: 1. Result ID: 6a3a422dfbc373592c34baed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.