# Ordinal Regression (Level 0 vs 1, 2, 3) on EdemaSeverity Source: [Ordinal Regression (Level 0 vs 1, 2, 3) on EdemaSeverity]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:25:21.494Z Evaluation of model performance on the Ordinal Regression task using the EdemaSeverity dataset, focusing on distinguishing Level 0 from Levels 1, 2, and 3, measured using 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 | Ordinal Regression (Level 0 vs 1, 2, 3) | | Dataset (including any stated split) | EdemaSeverity | | Metric | AUC (L0 vs Rest) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 (L0 vs Rest)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC (L0 vs Rest) | Result date | Report paper | | --- | --- | --- | --- | | local-mi | 97 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 93 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 93 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 93 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 93 | Not recorded | 68fa6b661e209131cea2e0eb | | image-only | 90 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 89 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 87 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 86 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 83 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 83 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 82 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 81 | Not recorded | 68fa6b661e209131cea2e0eb | | global-mi | 81 | Not recorded | 68fa6b661e209131cea2e0eb | | image-only | 80 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 77 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 76 | Not recorded | 68fa6b661e209131cea2e0eb | | local-mi | 75 | Not recorded | 68fa6b661e209131cea2e0eb | ### local-mi AUC (L0 vs Rest): 97. Result ID: 698e87a3ffc3901de09e651d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 93. Result ID: 698e87a3ffc3901de09e6517. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 93. Result ID: 698e87a3ffc3901de09e6519. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 93. Result ID: 698e87a3ffc3901de09e651a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 93. Result ID: 698e87a3ffc3901de09e651e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### image-only AUC (L0 vs Rest): 90. Result ID: 698e87a3ffc3901de09e6516. [Reporting paper]() Recorded evaluation configuration: {"Re-train Encoder?":"N/A"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 89. Result ID: 698e87a3ffc3901de09e6518. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 87. Result ID: 698e87a3ffc3901de09e650b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 86. Result ID: 698e87a3ffc3901de09e651c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 83. Result ID: 698e87a3ffc3901de09e6506. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 83. Result ID: 698e87a3ffc3901de09e650c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 82. Result ID: 698e87a3ffc3901de09e6508. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 81. Result ID: 698e87a3ffc3901de09e6505. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### global-mi AUC (L0 vs Rest): 81. Result ID: 698e87a3ffc3901de09e6507. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"tuned","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### image-only AUC (L0 vs Rest): 80. Result ID: 698e87a3ffc3901de09e6504. [Reporting paper]() Recorded evaluation configuration: {"Re-train Encoder?":"N/A"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 77. Result ID: 698e87a3ffc3901de09e6509. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"CPC"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 76. Result ID: 698e87a3ffc3901de09e650a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"MINE"}. This record does not assert independent reproduction. ### local-mi AUC (L0 vs Rest): 75. Result ID: 698e87a3ffc3901de09e651b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Re-train Encoder?":"frozen","MI Estimator":"CPC"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.