# Image Classification on BloodMNIST v2 (test) Source: [Image Classification on BloodMNIST v2 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:25:14.775Z Evaluation of Image Classification performance on the test split of the BloodMNIST version 2 dataset, reporting Accuracy (ACC) and 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 | Image Classification | | Dataset (including any stated split) | BloodMNIST v2 (test) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. - [Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | ResNet-18 | 99.8 | Not recorded | 699bdef909c33900fcd8046c | | ResNet-18 | 99.8 | Not recorded | 699bdef909c33900fcd8046c | | AutoKeras | 99.8 | Not recorded | 699bdef909c33900fcd8046c | | Google AutoML Vision | 99.8 | Not recorded | 699bdef909c33900fcd8046c | | ResNet-50 | 99.7 | Not recorded | 699bdef909c33900fcd8046c | | ResNet-50 | 99.7 | Not recorded | 699bdef909c33900fcd8046c | | auto-sklearn | 98.4 | Not recorded | 699bdef909c33900fcd8046c | | G-LoG bi-filtration (MLP) | 97.9 | Not recorded | 699bdef909c33900fcd8046c | | G-LoG bi-filtration (MLP) | 97.8 | Not recorded | 699bdef909c33900fcd8046c | | G-LoG bi-filtration (MLP) | 97.7 | Not recorded | 699bdef909c33900fcd8046c | | G-LoG bi-filtration (MLP) | 97.7 | Not recorded | 699bdef909c33900fcd8046c | | Topo-Med (MLP) | 97.3 | Not recorded | 699bdef909c33900fcd8046c | ### ResNet-18 AUC: 99.8. Result ID: 699d0a995698665ec4aaa09e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"28"}. This record does not assert independent reproduction. ### ResNet-18 AUC: 99.8. Result ID: 699d0a995698665ec4aaa09f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"224"}. This record does not assert independent reproduction. ### AutoKeras AUC: 99.8. Result ID: 699d0a995698665ec4aaa0a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Google AutoML Vision AUC: 99.8. Result ID: 699d0a995698665ec4aaa0a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet-50 AUC: 99.7. Result ID: 699d0a995698665ec4aaa0a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"28"}. This record does not assert independent reproduction. ### ResNet-50 AUC: 99.7. Result ID: 699d0a995698665ec4aaa0a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"224"}. This record does not assert independent reproduction. ### auto-sklearn AUC: 98.4. Result ID: 699d0a995698665ec4aaa0a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### G-LoG bi-filtration (MLP) AUC: 97.9. Result ID: 699d0a995698665ec4aaa0a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sigma (σ)":0.5}. This record does not assert independent reproduction. ### G-LoG bi-filtration (MLP) AUC: 97.8. Result ID: 699d0a995698665ec4aaa0a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sigma (σ)":1.5}. This record does not assert independent reproduction. ### G-LoG bi-filtration (MLP) AUC: 97.7. Result ID: 699d0a995698665ec4aaa0a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sigma (σ)":0}. This record does not assert independent reproduction. ### G-LoG bi-filtration (MLP) AUC: 97.7. Result ID: 699d0a995698665ec4aaa0a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sigma (σ)":1}. This record does not assert independent reproduction. ### Topo-Med (MLP) AUC: 97.3. Result ID: 699d0a995698665ec4aaa0a5. [Reporting 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.