# Subset Identification on CIFAR-10 (F1 score) Source: [Subset Identification on CIFAR-10 (F1 score)]() Collection index: [llms.txt]() Data updated: 2026-03-04T10:03:35.616Z Evaluation of the model's ability to identify specific subsets within the CIFAR-10 dataset, primarily measured using the F1 score. 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 | Subset Identification | | Dataset (including any stated split) | CIFAR-10 | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 27 of 27 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | SDE | 100 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 99 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 99 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 98 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 97 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 97 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 96 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 95 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 94 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 89 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 89 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 88 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 87 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 87 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 87 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 87 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | SDE | 86 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 77 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 72 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 72 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 70 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 70 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 65 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 63 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 63 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | Wasserstein | 52 | Not recorded | 69a66bcb2d603e6de3e3cba7 | | MMD | 45 | Not recorded | 69a66bcb2d603e6de3e3cba7 | ### SDE F1 Score: 100. Result ID: 69a8036b6dbb7075b94d590b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 99. Result ID: 69a8036b6dbb7075b94d5902. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### SDE F1 Score: 99. Result ID: 69a8036b6dbb7075b94d5905. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 98. Result ID: 69a8036b6dbb7075b94d58ff. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### SDE F1 Score: 97. Result ID: 69a8036b6dbb7075b94d5904. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### SDE F1 Score: 97. Result ID: 69a8036b6dbb7075b94d5908. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### SDE F1 Score: 96. Result ID: 69a8036b6dbb7075b94d590a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### SDE F1 Score: 95. Result ID: 69a8036b6dbb7075b94d5907. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 94. Result ID: 69a8036b6dbb7075b94d58fc. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### MMD F1 Score: 89. Result ID: 69a8036b6dbb7075b94d58f9. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 89. Result ID: 69a8036b6dbb7075b94d58fe. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### SDE F1 Score: 88. Result ID: 69a8036b6dbb7075b94d5906. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### MMD F1 Score: 87. Result ID: 69a8036b6dbb7075b94d58f3. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### MMD F1 Score: 87. Result ID: 69a8036b6dbb7075b94d58f6. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"2000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 87. Result ID: 69a8036b6dbb7075b94d5901. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### SDE F1 Score: 87. Result ID: 69a8036b6dbb7075b94d5903. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### SDE F1 Score: 86. Result ID: 69a8036b6dbb7075b94d5909. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 77. Result ID: 69a8036b6dbb7075b94d58fb. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### MMD F1 Score: 72. Result ID: 69a8036b6dbb7075b94d58f8. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 72. Result ID: 69a8036b6dbb7075b94d5900. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### MMD F1 Score: 70. Result ID: 69a8036b6dbb7075b94d58f5. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 70. Result ID: 69a8036b6dbb7075b94d58fa. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### MMD F1 Score: 65. Result ID: 69a8036b6dbb7075b94d58f2. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"1000"}. This record does not assert independent reproduction. ### MMD F1 Score: 63. Result ID: 69a8036b6dbb7075b94d58f1. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"5%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### MMD F1 Score: 63. Result ID: 69a8036b6dbb7075b94d58f7. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"20%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### Wasserstein F1 Score: 52. Result ID: 69a8036b6dbb7075b94d58fd. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. ### MMD F1 Score: 45. Result ID: 69a8036b6dbb7075b94d58f4. [Reporting paper]() Recorded evaluation configuration: {"Unlearning ratio (R)":"10%","Subset size (\|S\|)":"400"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.