# Retinal Disease Classification on OCT-C8 (test) Source: [Retinal Disease Classification on OCT-C8 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:28.332Z Evaluation of Retinal Disease Classification performance on the test split of the OCT-C8 dataset, measured using OA 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 | Retinal Disease Classification | | Dataset (including any stated split) | OCT-C8 (test) | | Metric | Overall Accuracy (OA) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Overall Accuracy (OA)](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: SCALAR. ## Recorded results | Method | Overall Accuracy (OA) | Result date | Report paper | | --- | --- | --- | --- | | Xception | 95.25 | Not recorded | 699d30bf6017c4460ffab737 | | InceptionV3 | 94.82 | Not recorded | 699d30bf6017c4460ffab737 | | CLEAR-S | 94.5 | Not recorded | 697ae9bba2b28e761d87d158 | | CLEAR-B | 93.21 | Not recorded | 697ae9bba2b28e761d87d158 | | InceptionV3 | 92.76 | Not recorded | 699d30bf6017c4460ffab737 | | CLEAR-T | 92.54 | Not recorded | 697ae9bba2b28e761d87d158 | | DenseNet201 | 92.14 | Not recorded | 697ae9bba2b28e761d87d158 | | Transfer Learning | 91.47 | Not recorded | 699d30bf6017c4460ffab737 | | VGG19 | 90.18 | Not recorded | 697ae9bba2b28e761d87d158 | | ResNet | 90 | Not recorded | 699d30bf6017c4460ffab737 | | InceptionV3 | 86.75 | Not recorded | 697ae9bba2b28e761d87d158 | | CNN | 84 | Not recorded | 699d30bf6017c4460ffab737 | | RIDE | 80 | Not recorded | 699d30bf6017c4460ffab737 | ### Xception Overall Accuracy (OA): 95.25. Result ID: 699e4b265698665ec4098c6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Author":"Proposed Model"}. This record does not assert independent reproduction. ### InceptionV3 Overall Accuracy (OA): 94.82. Result ID: 699e4b265698665ec4098c6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Author":"Proposed Model"}. This record does not assert independent reproduction. ### CLEAR-S Overall Accuracy (OA): 94.5. Result ID: 69977f2f5698665ec4d3c758. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"Small"}. This record does not assert independent reproduction. ### CLEAR-B Overall Accuracy (OA): 93.21. Result ID: 69977f2f5698665ec4d3c759. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"Base"}. This record does not assert independent reproduction. ### InceptionV3 Overall Accuracy (OA): 92.76. Result ID: 699e4b265698665ec4098c68. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Author":"Rithani et al."}. This record does not assert independent reproduction. ### CLEAR-T Overall Accuracy (OA): 92.54. Result ID: 69977f2f5698665ec4d3c757. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"Tiny"}. This record does not assert independent reproduction. ### DenseNet201 Overall Accuracy (OA): 92.14. Result ID: 69977f2f5698665ec4d3c754. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Transfer Learning Overall Accuracy (OA): 91.47. Result ID: 699e4b265698665ec4098c6a. [Reporting paper]() Recorded evaluation configuration: {"Author":"Eren et al."}. This record does not assert independent reproduction. ### VGG19 Overall Accuracy (OA): 90.18. Result ID: 69977f2f5698665ec4d3c755. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet Overall Accuracy (OA): 90. Result ID: 699e4b265698665ec4098c69. [Reporting paper]() Recorded evaluation configuration: {"Author":"Vasanthi et al."}. This record does not assert independent reproduction. ### InceptionV3 Overall Accuracy (OA): 86.75. Result ID: 69977f2f5698665ec4d3c756. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN Overall Accuracy (OA): 84. Result ID: 699e4b265698665ec4098c67. [Reporting paper]() Recorded evaluation configuration: {"Author":"Verma"}. This record does not assert independent reproduction. ### RIDE Overall Accuracy (OA): 80. Result ID: 699e4b265698665ec4098c6b. [Reporting paper]() Recorded evaluation configuration: {"Author":"Wali et al."}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.