# Training Data Provenance Verification on ImageNet-100 Source: [Training Data Provenance Verification on ImageNet-100]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:23.429Z Evaluation of model performance for Training Data Provenance Verification on the ImageNet-100 dataset, reporting metrics such as Average Accuracy, F1-score, and 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 | Training Data Provenance Verification | | Dataset (including any stated split) | ImageNet-100 | | Metric | Accuracy | | Unit | PERCENT | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | TrainProVe | 78.7 | Not recorded | 68fa77671e209131cea730fb | | TrainProVe | 78.6 | Not recorded | 68fa77671e209131cea730fb | | TrainProVe | 78 | Not recorded | 68fa77671e209131cea730fb | | TrainProVe | 77.1 | Not recorded | 68fa77671e209131cea730fb | | Han et al.'s Work | 67.1 | Not recorded | 68fa77671e209131cea730fb | | TrainProVe-Sim | 55.5 | Not recorded | 68fa77671e209131cea730fb | | Random | 50 | Not recorded | 68fa77671e209131cea730fb | | Han et al.'s Work | 48 | Not recorded | 68fa77671e209131cea730fb | | TrainProVe-Ent | 35.6 | Not recorded | 68fa77671e209131cea730fb | ### TrainProVe Accuracy: 78.7. Result ID: 69949d523a6c3148491e69b0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B"}. This record does not assert independent reproduction. ### TrainProVe Accuracy: 78.6. Result ID: 69949d523a6c3148491e69ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### TrainProVe Accuracy: 78. Result ID: 69949d523a6c3148491e69b2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tt":"33.6h","Tg":"0.1h","Tv":"1.4h","Total":"35.1h"}. This record does not assert independent reproduction. ### TrainProVe Accuracy: 77.1. Result ID: 69949d523a6c3148491e69af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ConvNeXt-B"}. This record does not assert independent reproduction. ### Han et al.'s Work Accuracy: 67.1. Result ID: 69949d523a6c3148491e69ab. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TrainProVe-Sim Accuracy: 55.5. Result ID: 69949d523a6c3148491e69ac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Random Accuracy: 50. Result ID: 69949d523a6c3148491e69aa. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Han et al.'s Work Accuracy: 48. Result ID: 69949d523a6c3148491e69b1. [Reporting paper]() Recorded evaluation configuration: {"Tt":"137.7h","Tg":"8.0h","Tv":"1.2h","Total":"146.9h"}. This record does not assert independent reproduction. ### TrainProVe-Ent Accuracy: 35.6. Result ID: 69949d523a6c3148491e69ad. [Reporting paper]() [Method origin paper]() [Implementation]() 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.