# Data Contamination Detection on ImageNet (NM G) Source: [Data Contamination Detection on ImageNet (NM G)]() Collection index: [llms.txt]() Data updated: 2026-06-24T07:24:47.833Z Evaluation of model performance in detecting data contamination within the ImageNet (NM G) dataset, typically measured using Area Under the Curve (AUC). 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 | Data Contamination Detection | | Dataset (including any stated split) | ImageNet (NM G) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 | | --- | --- | --- | --- | | DCB | 100 | Not recorded | 6a3b64b2206542251d7c97d9 | | DCB | 98.4 | Not recorded | 6a3b64b2206542251d7c97d9 | | PRADA | 67.4 | Not recorded | 6a3b64b2206542251d7c97d9 | | ICAS | 62.3 | Not recorded | 6a3b64b2206542251d7c97d9 | | PRADA | 57.3 | Not recorded | 6a3b64b2206542251d7c97d9 | | ICAS | 54.2 | Not recorded | 6a3b64b2206542251d7c97d9 | ### DCB AUC: 100. Result ID: 6a3b8623fbc373592c43846d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightningDiT-XL"}. This record does not assert independent reproduction. ### DCB AUC: 98.4. Result ID: 6a3b8623fbc373592c43846a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"REPA-SiT-XL/2"}. This record does not assert independent reproduction. ### PRADA AUC: 67.4. Result ID: 6a3b8623fbc373592c43846c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightningDiT-XL"}. This record does not assert independent reproduction. ### ICAS AUC: 62.3. Result ID: 6a3b8623fbc373592c43846b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LightningDiT-XL"}. This record does not assert independent reproduction. ### PRADA AUC: 57.3. Result ID: 6a3b8623fbc373592c438469. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"REPA-SiT-XL/2"}. This record does not assert independent reproduction. ### ICAS AUC: 54.2. Result ID: 6a3b8623fbc373592c438468. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"REPA-SiT-XL/2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.