# Osteoarthritis severity prediction on OA Kaggle dataset Source: [Osteoarthritis severity prediction on OA Kaggle dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:52:41.417Z Evaluation of model performance for predicting Osteoarthritis severity using the OA Kaggle dataset. 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 | Osteoarthritis severity prediction | | Dataset (including any stated split) | OA Kaggle dataset | | Metric | Micro F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Micro F1](): Higher is better; unit: PERCENT. - [Balanced Accuracy](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. - [Cohen's Kappa](): Higher is better; unit: PERCENT. - [AUC (Class 1 vs 2)](): Higher is better; unit: PERCENT. - [AUC (Class 2 vs 3)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Micro F1 | Result date | Report paper | | --- | --- | --- | --- | | Ours w/o Hierarchical Att | 83.27 | Not recorded | 68fa6c2d1e209131cea32963 | | Ours | 82.65 | Not recorded | 68fa6c2d1e209131cea32963 | | Ours w/o Attention | 81.26 | Not recorded | 68fa6c2d1e209131cea32963 | | Ours w/o temporal (TCN+MMD) | 78.44 | Not recorded | 68fa6c2d1e209131cea32963 | | Ensemble | 74.05 | Not recorded | 68fa6c2d1e209131cea32963 | | SE block | 73.36 | Not recorded | 68fa6c2d1e209131cea32963 | | CNN + Ordinal loss | 68.65 | Not recorded | 68fa6c2d1e209131cea32963 | | MobileNetV2 | 51.04 | Not recorded | 68fa6c2d1e209131cea32963 | | DeepKnee | 39.56 | Not recorded | 68fa6c2d1e209131cea32963 | ### Ours w/o Hierarchical Att Micro F1: 83.27. Result ID: 698eea9b3a6c314849f36124. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"hierarchical\_attention":false}. This record does not assert independent reproduction. ### Ours Micro F1: 82.65. Result ID: 698eea9b3a6c314849f36125. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ours w/o Attention Micro F1: 81.26. Result ID: 698eea9b3a6c314849f36123. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"attention":false}. This record does not assert independent reproduction. ### Ours w/o temporal (TCN+MMD) Micro F1: 78.44. Result ID: 698eea9b3a6c314849f36122. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"temporal":false}. This record does not assert independent reproduction. ### Ensemble Micro F1: 74.05. Result ID: 698eea9b3a6c314849f36120. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SE block Micro F1: 73.36. Result ID: 698eea9b3a6c314849f3611f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Module":"Squeeze-Excitation block"}. This record does not assert independent reproduction. ### CNN + Ordinal loss Micro F1: 68.65. Result ID: 698eea9b3a6c314849f3611e. [Reporting paper]() Recorded evaluation configuration: {"Loss":"Ordinal loss"}. This record does not assert independent reproduction. ### MobileNetV2 Micro F1: 51.04. Result ID: 698eea9b3a6c314849f3611d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"MobileNetV2"}. This record does not assert independent reproduction. ### DeepKnee Micro F1: 39.56. Result ID: 698eea9b3a6c314849f36121. [Reporting paper]() [Method origin 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.