# Image Classification on TVHL-DME Ophthalmology OCT Source: [Image Classification on TVHL-DME Ophthalmology OCT]() Collection index: [llms.txt]() Data updated: 2026-04-13T08:20:49.902Z Evaluation of Image Classification performance on the TVHL-DME Ophthalmology OCT dataset, reporting Accuracy (ACC) and 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) | TVHL-DME Ophthalmology OCT | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | M-IDoL | 98.21 | Not recorded | 69dc785b7d0172140ec788c7 | | RETFound | 97.86 | Not recorded | 69dc785b7d0172140ec788c7 | | MIRAGE | 96.42 | Not recorded | 69dc785b7d0172140ec788c7 | | MIM-OCT | 92.71 | Not recorded | 69dc785b7d0172140ec788c7 | ### M-IDoL Accuracy: 98.21. Result ID: 69dca75447f34ce924c38c8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"Fine-tuned"}. This record does not assert independent reproduction. ### RETFound Accuracy: 97.86. Result ID: 69dca75447f34ce924c38c8c. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"Fine-tuned"}. This record does not assert independent reproduction. ### MIRAGE Accuracy: 96.42. Result ID: 69dca75447f34ce924c38c8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"Fine-tuned"}. This record does not assert independent reproduction. ### MIM-OCT Accuracy: 92.71. Result ID: 69dca75447f34ce924c38c8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"Fine-tuned"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.