# Accuracy Estimation on GTSD-D2 augmented dataset Source: [Accuracy Estimation on GTSD-D2 augmented dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:25:36.448Z Evaluation of model performance on the GTSD-D2 augmented dataset using Accuracy Estimation, measured by Estimated Accuracy and AUPR. 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 | Accuracy Estimation | | Dataset (including any stated split) | GTSD-D2 augmented dataset | | Metric | AUPR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [AUPR](): Higher is better; unit: PERCENT. - [Estimated Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUPR | Result date | Report paper | | --- | --- | --- | --- | | Entropy | 84.71 | Not recorded | 68fa67d21e209131cea18b0c | | Accuracy Monitor | 84.14 | Not recorded | 68fa67d21e209131cea18b0c | | MP | 84.14 | Not recorded | 68fa67d21e209131cea18b0c | | TS | 80.94 | Not recorded | 68fa67d21e209131cea18b0c | | Accuracy Monitor | 69.55 | Not recorded | 68fa67d21e209131cea18b0c | | Entropy | 60.27 | Not recorded | 68fa67d21e209131cea18b0c | | MP | 60.26 | Not recorded | 68fa67d21e209131cea18b0c | | TS | 57.65 | Not recorded | 68fa67d21e209131cea18b0c | ### Entropy AUPR: 84.71. Result ID: 698d48b08b517eb4332059ad. [Reporting paper]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD"}. This record does not assert independent reproduction. ### Accuracy Monitor AUPR: 84.14. Result ID: 698d48b08b517eb4332059ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD","Labeled data percentage":"1%"}. This record does not assert independent reproduction. ### MP AUPR: 84.14. Result ID: 698d48b08b517eb4332059ac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD"}. This record does not assert independent reproduction. ### TS AUPR: 80.94. Result ID: 698d48b08b517eb4332059ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD"}. This record does not assert independent reproduction. ### Accuracy Monitor AUPR: 69.55. Result ID: 698d48b08b517eb4332059a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD","Labeled data percentage":"1%"}. This record does not assert independent reproduction. ### Entropy AUPR: 60.27. Result ID: 698d48b08b517eb4332059a3. [Reporting paper]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD"}. This record does not assert independent reproduction. ### MP AUPR: 60.26. Result ID: 698d48b08b517eb4332059a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD"}. This record does not assert independent reproduction. ### TS AUPR: 57.65. Result ID: 698d48b08b517eb4332059a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target DNN":"CNN trained on GTSD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.