# Polyp Segmentation on CVC-ColonDB Clean (test) Source: [Polyp Segmentation on CVC-ColonDB Clean (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T07:34:03.097Z Evaluation of polyp segmentation performance on the test split of the CVC-ColonDB Clean dataset, reporting metrics including Dice, IoU, and Recall. 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 | Polyp Segmentation | | Dataset (including any stated split) | CVC-ColonDB Clean (test) | | Metric | Dice | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice | Result date | Report paper | | --- | --- | --- | --- | | SegFormer-B5 | 82.3 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | DepthPolyp | 80.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CFFormer | 76.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | PraNet | 76.5 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | SegFormer-B0 | 76.3 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | NPDNet | 69.7 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | H-Unets | 67.5 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CTNet | 66.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | UNet | 64.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | I2UNet-L | 64.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | I2UNet-S | 61.7 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-L | 59.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-S | 58.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | ULite | 50.7 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-B | 48.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | UNeXt-L | 47.9 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | MedT | 32.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | MobilePolypNet | 31.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | ### SegFormer-B5 Dice: 82.3. Result ID: 6a0c124dfbc373592c01cc03. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"81.97","GMACs":"12.35"}. This record does not assert independent reproduction. ### DepthPolyp Dice: 80.1. Result ID: 6a0c124dfbc373592c01cc0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"3.57","GMACs":"0.86"}. This record does not assert independent reproduction. ### CFFormer Dice: 76.6. Result ID: 6a0c124dfbc373592c01cc04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"99.56","GMACs":"30.12"}. This record does not assert independent reproduction. ### PraNet Dice: 76.5. Result ID: 6a0c124dfbc373592c01cc01. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"32.55","GMACs":"5.32"}. This record does not assert independent reproduction. ### SegFormer-B0 Dice: 76.3. Result ID: 6a0c124dfbc373592c01cc0e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"3.71","GMACs":"1.30"}. This record does not assert independent reproduction. ### NPDNet Dice: 69.7. Result ID: 6a0c124dfbc373592c01cbfe. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"27.67","GMACs":"5.14"}. This record does not assert independent reproduction. ### H-Unets Dice: 67.5. Result ID: 6a0c124dfbc373592c01cc07. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"16.22","GMACs":"12.78"}. This record does not assert independent reproduction. ### CTNet Dice: 66.6. Result ID: 6a0c124dfbc373592c01cc02. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"44.29","GMACs":"6.27"}. This record does not assert independent reproduction. ### UNet Dice: 64.6. Result ID: 6a0c124dfbc373592c01cc00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"31.04","GMACs":"41.93"}. This record does not assert independent reproduction. ### I2UNet-L Dice: 64.4. Result ID: 6a0c124dfbc373592c01cbff. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"29.65","GMACs":"9.35"}. This record does not assert independent reproduction. ### I2UNet-S Dice: 61.7. Result ID: 6a0c124dfbc373592c01cc05. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"7.03","GMACs":"2.73"}. This record does not assert independent reproduction. ### CMUNeXt-L Dice: 59.6. Result ID: 6a0c124dfbc373592c01cc06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"8.29","GMACs":"13.15"}. This record does not assert independent reproduction. ### CMUNeXt-S Dice: 58.6. Result ID: 6a0c124dfbc373592c01cc0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"0.42","GMACs":"0.83"}. This record does not assert independent reproduction. ### ULite Dice: 50.7. Result ID: 6a0c124dfbc373592c01cc09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"0.88","GMACs":"0.60"}. This record does not assert independent reproduction. ### CMUNeXt-B Dice: 48.1. Result ID: 6a0c124dfbc373592c01cc0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"3.15","GMACs":"5.67"}. This record does not assert independent reproduction. ### UNeXt-L Dice: 47.9. Result ID: 6a0c124dfbc373592c01cc0c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"1.47","GMACs":"0.44"}. This record does not assert independent reproduction. ### MedT Dice: 32.4. Result ID: 6a0c124dfbc373592c01cc0d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"1.56","GMACs":"1.80"}. This record does not assert independent reproduction. ### MobilePolypNet Dice: 31.6. Result ID: 6a0c124dfbc373592c01cc08. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"0.22","GMACs":"0.96"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.