# Medical Image Classification on WILDSCamelyon (20% hold-out) Source: [Medical Image Classification on WILDSCamelyon (20% hold-out)]() Collection index: [llms.txt]() Data updated: 2026-06-02T13:18:54.656Z Evaluation of Medical Image Classification performance on the 20% hold-out split of the WILDSCamelyon dataset, reporting Balanced accuracy. 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 | Medical Image Classification | | Dataset (including any stated split) | WILDSCamelyon (20% hold-out) | | Metric | Balanced Accuracy | | 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 - [Balanced Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Balanced Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DSBR | 96.5 | Not recorded | 6a1e6422dbd7150506f857b1 | | DSBR | 95.6 | Not recorded | 6a1e6422dbd7150506f857b1 | | ROID | 94.8 | Not recorded | 6a1e6422dbd7150506f857b1 | | ROID | 94.3 | Not recorded | 6a1e6422dbd7150506f857b1 | | DeYO | 93.5 | Not recorded | 6a1e6422dbd7150506f857b1 | | DeYO | 92.7 | Not recorded | 6a1e6422dbd7150506f857b1 | | Tent | 87.9 | Not recorded | 6a1e6422dbd7150506f857b1 | | ResNet | 87.4 | Not recorded | 6a1e6422dbd7150506f857b1 | | SAR | 87.4 | Not recorded | 6a1e6422dbd7150506f857b1 | | Tent | 87.4 | Not recorded | 6a1e6422dbd7150506f857b1 | | ViT | 87 | Not recorded | 6a1e6422dbd7150506f857b1 | | SAR | 87 | Not recorded | 6a1e6422dbd7150506f857b1 | ### DSBR Balanced Accuracy: 96.5. Result ID: 6a1ed822fbc373592c1adbe4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### DSBR Balanced Accuracy: 95.6. Result ID: 6a1ed822fbc373592c1adbea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### ROID Balanced Accuracy: 94.8. Result ID: 6a1ed822fbc373592c1adbe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### ROID Balanced Accuracy: 94.3. Result ID: 6a1ed822fbc373592c1adbe8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### DeYO Balanced Accuracy: 93.5. Result ID: 6a1ed822fbc373592c1adbe9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### DeYO Balanced Accuracy: 92.7. Result ID: 6a1ed822fbc373592c1adbe3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### Tent Balanced Accuracy: 87.9. Result ID: 6a1ed822fbc373592c1adbe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### ResNet Balanced Accuracy: 87.4. Result ID: 6a1ed822fbc373592c1adbdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### SAR Balanced Accuracy: 87.4. Result ID: 6a1ed822fbc373592c1adbe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction. ### Tent Balanced Accuracy: 87.4. Result ID: 6a1ed822fbc373592c1adbe6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### ViT Balanced Accuracy: 87. Result ID: 6a1ed822fbc373592c1adbe5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. ### SAR Balanced Accuracy: 87. Result ID: 6a1ed822fbc373592c1adbe7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.