# Semi-Supervised Domain Generalization Image Classification on Retina (test) Source: [Semi-Supervised Domain Generalization Image Classification on Retina (test)]() Collection index: [llms.txt]() Data updated: 2026-03-10T13:12:31.796Z Evaluation of Semi-Supervised Domain Generalization performance for Image Classification on the test split of the Retina dataset, typically reporting Average Accuracy. 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 | Semi-Supervised Domain Generalization Image Classification | | Dataset (including any stated split) | Retina (test) | | Metric | Average Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Average Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FixMatch + IMaX | 40.2 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch + IMaX | 38.7 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch + IMaX | 38.4 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch + IMaX | 38.4 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch + IMaX | 37 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch | 36 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch + IMaX | 36 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch + IMaX | 35.6 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch | 34.6 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch | 34.4 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch | 34 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch + IMaX | 33.7 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch + IMaX | 33.5 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch + IMaX | 33.2 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch + IMaX | 32.3 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch | 32.3 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch | 32.1 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch | 32 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch + IMaX | 32 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch + IMaX | 31.8 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch | 31.8 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch | 31.4 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch | 31.4 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch + IMaX | 31.3 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch + IMaX | 31.1 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch | 30.9 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch + IMaX | 30.8 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch | 30.6 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch | 30.1 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch | 30 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch + IMaX | 29.8 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch + IMaX | 29.5 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch | 28.8 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FreeMatch | 27.9 | Not recorded | 69afa5bf2d603e6de3e43f32 | | StyleMatch | 27.5 | Not recorded | 69afa5bf2d603e6de3e43f32 | | FixMatch | 26.1 | Not recorded | 69afa5bf2d603e6de3e43f32 | ### FixMatch + IMaX Average Accuracy: 40.2. Result ID: 69b018a86dbb7075b95a2d16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"10"}. This record does not assert independent reproduction. ### FreeMatch + IMaX Average Accuracy: 38.7. Result ID: 69b018a86dbb7075b95a2d18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"5"}. This record does not assert independent reproduction. ### FixMatch + IMaX Average Accuracy: 38.4. Result ID: 69b018a86dbb7075b95a2d14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch + IMaX Average Accuracy: 38.4. Result ID: 69b018a86dbb7075b95a2d1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"10"}. This record does not assert independent reproduction. ### FreeMatch + IMaX Average Accuracy: 37. Result ID: 69b018a86dbb7075b95a2d1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"10"}. This record does not assert independent reproduction. ### FreeMatch Average Accuracy: 36. Result ID: 69b018a86dbb7075b95a2d17. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch + IMaX Average Accuracy: 36. Result ID: 69b018a86dbb7075b95a2d1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch + IMaX Average Accuracy: 35.6. Result ID: 69b018a86dbb7075b95a2d28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch Average Accuracy: 34.6. Result ID: 69b018a86dbb7075b95a2d1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"10"}. This record does not assert independent reproduction. ### FixMatch Average Accuracy: 34.4. Result ID: 69b018a86dbb7075b95a2d15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"10"}. This record does not assert independent reproduction. ### FreeMatch Average Accuracy: 34. Result ID: 69b018a86dbb7075b95a2d19. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"10"}. This record does not assert independent reproduction. ### StyleMatch + IMaX Average Accuracy: 33.7. Result ID: 69b018a86dbb7075b95a2d36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"10"}. This record does not assert independent reproduction. ### FreeMatch + IMaX Average Accuracy: 33.5. Result ID: 69b018a86dbb7075b95a2d32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"10"}. This record does not assert independent reproduction. ### FixMatch + IMaX Average Accuracy: 33.2. Result ID: 69b018a86dbb7075b95a2d2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"10"}. This record does not assert independent reproduction. ### FixMatch + IMaX Average Accuracy: 32.3. Result ID: 69b018a86dbb7075b95a2d20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"5"}. This record does not assert independent reproduction. ### FreeMatch Average Accuracy: 32.3. Result ID: 69b018a86dbb7075b95a2d31. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"10"}. This record does not assert independent reproduction. ### StyleMatch Average Accuracy: 32.1. Result ID: 69b018a86dbb7075b95a2d27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"5"}. This record does not assert independent reproduction. ### FixMatch Average Accuracy: 32. Result ID: 69b018a86dbb7075b95a2d21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"10"}. This record does not assert independent reproduction. ### StyleMatch + IMaX Average Accuracy: 32. Result ID: 69b018a86dbb7075b95a2d2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"10"}. This record does not assert independent reproduction. ### FixMatch + IMaX Average Accuracy: 31.8. Result ID: 69b018a86dbb7075b95a2d2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch Average Accuracy: 31.8. Result ID: 69b018a86dbb7075b95a2d35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"10"}. This record does not assert independent reproduction. ### FixMatch Average Accuracy: 31.4. Result ID: 69b018a86dbb7075b95a2d13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"5"}. This record does not assert independent reproduction. ### FixMatch Average Accuracy: 31.4. Result ID: 69b018a86dbb7075b95a2d2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"10"}. This record does not assert independent reproduction. ### StyleMatch + IMaX Average Accuracy: 31.3. Result ID: 69b018a86dbb7075b95a2d34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"5"}. This record does not assert independent reproduction. ### FreeMatch + IMaX Average Accuracy: 31.1. Result ID: 69b018a86dbb7075b95a2d24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch Average Accuracy: 30.9. Result ID: 69b018a86dbb7075b95a2d1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"Baseline","mL":"5"}. This record does not assert independent reproduction. ### FreeMatch + IMaX Average Accuracy: 30.8. Result ID: 69b018a86dbb7075b95a2d30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"5"}. This record does not assert independent reproduction. ### FreeMatch Average Accuracy: 30.6. Result ID: 69b018a86dbb7075b95a2d2f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"5"}. This record does not assert independent reproduction. ### FreeMatch Average Accuracy: 30.1. Result ID: 69b018a86dbb7075b95a2d23. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"5"}. This record does not assert independent reproduction. ### StyleMatch Average Accuracy: 30. Result ID: 69b018a86dbb7075b95a2d29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"10"}. This record does not assert independent reproduction. ### FreeMatch + IMaX Average Accuracy: 29.8. Result ID: 69b018a86dbb7075b95a2d26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"10"}. This record does not assert independent reproduction. ### FixMatch + IMaX Average Accuracy: 29.5. Result ID: 69b018a86dbb7075b95a2d22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"10"}. This record does not assert independent reproduction. ### FixMatch Average Accuracy: 28.8. Result ID: 69b018a86dbb7075b95a2d1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"5"}. This record does not assert independent reproduction. ### FreeMatch Average Accuracy: 27.9. Result ID: 69b018a86dbb7075b95a2d25. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Framework":"FBCSA","mL":"10"}. This record does not assert independent reproduction. ### StyleMatch Average Accuracy: 27.5. Result ID: 69b018a86dbb7075b95a2d33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"5"}. This record does not assert independent reproduction. ### FixMatch Average Accuracy: 26.1. Result ID: 69b018a86dbb7075b95a2d2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DGWM","mL":"5"}. 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