# Hemorrhage (HE) Segmentation on IDRID Source: [Hemorrhage (HE) Segmentation on IDRID]() Collection index: [llms.txt]() Data updated: 2026-06-16T07:31:36.012Z Evaluation of Hemorrhage (HE) segmentation performance on the IDRID dataset, measured using metrics such as Dice and IoU. 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 | Hemorrhage (HE) Segmentation | | Dataset (including any stated split) | IDRID | | Metric | Dice Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Dice Score](): Higher is better; unit: PERCENT. - [IoU Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice Score | Result date | Report paper | | --- | --- | --- | --- | | EyeMVP | 70.86 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeMVP | 67.92 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeMVP | 63.09 | Not recorded | 6a30d871d33dfb23e783cb1f | | VisionFM | 61.18 | Not recorded | 6a30d871d33dfb23e783cb1f | | RETFound | 59.5 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeMVP | 58.28 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeCLIP | 56.85 | Not recorded | 6a30d871d33dfb23e783cb1f | | VisionFM | 56.85 | Not recorded | 6a30d871d33dfb23e783cb1f | | RETFound | 55.96 | Not recorded | 6a30d871d33dfb23e783cb1f | | VisionFM | 53.78 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeCLIP | 53.75 | Not recorded | 6a30d871d33dfb23e783cb1f | | RETFound | 52.48 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeCLIP | 51.2 | Not recorded | 6a30d871d33dfb23e783cb1f | | VisionFM | 50.8 | Not recorded | 6a30d871d33dfb23e783cb1f | | RETFound | 49.9 | Not recorded | 6a30d871d33dfb23e783cb1f | | EyeCLIP | 49.5 | Not recorded | 6a30d871d33dfb23e783cb1f | ### EyeMVP Dice Score: 70.86. Result ID: 6a30fbcffbc373592c2cd9e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Full"}. This record does not assert independent reproduction. ### EyeMVP Dice Score: 67.92. Result ID: 6a30fbcffbc373592c2cd9ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"K=16"}. This record does not assert independent reproduction. ### EyeMVP Dice Score: 63.09. Result ID: 6a30fbcffbc373592c2cd9eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"K=8"}. This record does not assert independent reproduction. ### VisionFM Dice Score: 61.18. Result ID: 6a30fbcffbc373592c2cd9e1. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Full"}. This record does not assert independent reproduction. ### RETFound Dice Score: 59.5. Result ID: 6a30fbcffbc373592c2cd9e0. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Full"}. This record does not assert independent reproduction. ### EyeMVP Dice Score: 58.28. Result ID: 6a30fbcffbc373592c2cd9e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"K=4"}. This record does not assert independent reproduction. ### EyeCLIP Dice Score: 56.85. Result ID: 6a30fbcffbc373592c2cd9e2. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Full"}. This record does not assert independent reproduction. ### VisionFM Dice Score: 56.85. Result ID: 6a30fbcffbc373592c2cd9ed. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=16"}. This record does not assert independent reproduction. ### RETFound Dice Score: 55.96. Result ID: 6a30fbcffbc373592c2cd9ec. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=16"}. This record does not assert independent reproduction. ### VisionFM Dice Score: 53.78. Result ID: 6a30fbcffbc373592c2cd9e9. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=8"}. This record does not assert independent reproduction. ### EyeCLIP Dice Score: 53.75. Result ID: 6a30fbcffbc373592c2cd9ee. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=16"}. This record does not assert independent reproduction. ### RETFound Dice Score: 52.48. Result ID: 6a30fbcffbc373592c2cd9e8. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=8"}. This record does not assert independent reproduction. ### EyeCLIP Dice Score: 51.2. Result ID: 6a30fbcffbc373592c2cd9ea. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=8"}. This record does not assert independent reproduction. ### VisionFM Dice Score: 50.8. Result ID: 6a30fbcffbc373592c2cd9e5. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=4"}. This record does not assert independent reproduction. ### RETFound Dice Score: 49.9. Result ID: 6a30fbcffbc373592c2cd9e4. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=4"}. This record does not assert independent reproduction. ### EyeCLIP Dice Score: 49.5. Result ID: 6a30fbcffbc373592c2cd9e6. [Reporting paper]() Recorded evaluation configuration: {"Setting":"K=4"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.