# Fundus Image Classification on ODIR to VietAI (target) Source: [Fundus Image Classification on ODIR to VietAI (target)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:36:23.557Z Evaluation of Fundus Image Classification performance using the ODIR to VietAI (target) dataset, reporting domain-specific metrics such as Avg, N, MD, DR, and GLC. 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 | Fundus Image Classification | | Dataset (including any stated split) | ODIR to VietAI (target) | | Metric | Avg Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Avg Score](): Higher is better; unit: PERCENT. - [N Metric](): Higher is better; unit: PERCENT. - [MD](): Higher is better; unit: PERCENT. - [DR](): Higher is better; unit: PERCENT. - [GLC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Avg Score | Result date | Report paper | | --- | --- | --- | --- | | FRLA | 80.8 | Not recorded | 699d30c36017c4460ffab7ca | | DIFO | 78.4 | Not recorded | 699d30c36017c4460ffab7ca | | Co-learn | 76 | Not recorded | 699d30c36017c4460ffab7ca | | COWA | 75.4 | Not recorded | 699d30c36017c4460ffab7ca | | Source + FLAIR | 73.3 | Not recorded | 699d30c36017c4460ffab7ca | | FLAIR | 72.1 | Not recorded | 699d30c36017c4460ffab7ca | | SHOT | 67.7 | Not recorded | 699d30c36017c4460ffab7ca | | Source | 65.4 | Not recorded | 699d30c36017c4460ffab7ca | ### FRLA Avg Score: 80.8. Result ID: 699e4e755698665ec40d379b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Uses foundation model":true}. This record does not assert independent reproduction. ### DIFO Avg Score: 78.4. Result ID: 699e4e755698665ec40d379a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Uses foundation model":true}. This record does not assert independent reproduction. ### Co-learn Avg Score: 76. Result ID: 699e4e755698665ec40d3799. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Uses foundation model":true}. This record does not assert independent reproduction. ### COWA Avg Score: 75.4. Result ID: 699e4e755698665ec40d3798. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Uses foundation model":false}. This record does not assert independent reproduction. ### Source + FLAIR Avg Score: 73.3. Result ID: 699e4e755698665ec40d3796. [Reporting paper]() Recorded evaluation configuration: {"Uses foundation model":true}. This record does not assert independent reproduction. ### FLAIR Avg Score: 72.1. Result ID: 699e4e755698665ec40d3795. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Uses foundation model":true}. This record does not assert independent reproduction. ### SHOT Avg Score: 67.7. Result ID: 699e4e755698665ec40d3797. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Uses foundation model":false}. This record does not assert independent reproduction. ### Source Avg Score: 65.4. Result ID: 699e4e755698665ec40d3794. [Reporting paper]() Recorded evaluation configuration: {"Uses foundation model":null}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.