# Polyp Segmentation on CVC-ClinicDB Clean (test) Source: [Polyp Segmentation on CVC-ClinicDB Clean (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T07:34:03.019Z Evaluation of polyp segmentation performance on the test split of the CVC-ClinicDB Clean dataset. 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-ClinicDB Clean (test) | | Metric | Dice Score | | 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 Score](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice Score | Result date | Report paper | | --- | --- | --- | --- | | SegFormer-B5 | 86.5 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | DepthPolyp | 85.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CFFormer | 85.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | PraNet | 83.2 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | SegFormer-B0 | 83 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | NPDNet | 76.5 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CTNet | 74.9 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | H-Unets | 74.2 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | UNet | 72.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | I2UNet-L | 70.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | I2UNet-S | 65.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | ULite | 64.7 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-L | 64.2 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-B | 63.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-S | 63.5 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | UNeXt-L | 61.7 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | MedT | 41.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | MobilePolypNet | 41.2 | Not recorded | 6a0bee64dbc836b87d82c1f2 | ### SegFormer-B5 Dice Score: 86.5. Result ID: 6a0c124dfbc373592c01cbdf. [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 Score: 85.4. Result ID: 6a0c124dfbc373592c01cbeb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"3.57","GMACs":"0.86"}. This record does not assert independent reproduction. ### CFFormer Dice Score: 85.1. Result ID: 6a0c124dfbc373592c01cbe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"99.56","GMACs":"30.12"}. This record does not assert independent reproduction. ### PraNet Dice Score: 83.2. Result ID: 6a0c124dfbc373592c01cbdd. [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 Score: 83. Result ID: 6a0c124dfbc373592c01cbea. [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 Score: 76.5. Result ID: 6a0c124dfbc373592c01cbda. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"27.67","GMACs":"5.14"}. This record does not assert independent reproduction. ### CTNet Dice Score: 74.9. Result ID: 6a0c124dfbc373592c01cbde. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"44.29","GMACs":"6.27"}. This record does not assert independent reproduction. ### H-Unets Dice Score: 74.2. Result ID: 6a0c124dfbc373592c01cbe3. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"16.22","GMACs":"12.78"}. This record does not assert independent reproduction. ### UNet Dice Score: 72.4. Result ID: 6a0c124dfbc373592c01cbdc. [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 Score: 70.6. Result ID: 6a0c124dfbc373592c01cbdb. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"29.65","GMACs":"9.35"}. This record does not assert independent reproduction. ### I2UNet-S Dice Score: 65.4. Result ID: 6a0c124dfbc373592c01cbe1. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"7.03","GMACs":"2.73"}. This record does not assert independent reproduction. ### ULite Dice Score: 64.7. Result ID: 6a0c124dfbc373592c01cbe5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"0.88","GMACs":"0.60"}. This record does not assert independent reproduction. ### CMUNeXt-L Dice Score: 64.2. Result ID: 6a0c124dfbc373592c01cbe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"8.29","GMACs":"13.15"}. This record does not assert independent reproduction. ### CMUNeXt-B Dice Score: 63.6. Result ID: 6a0c124dfbc373592c01cbe7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"3.15","GMACs":"5.67"}. This record does not assert independent reproduction. ### CMUNeXt-S Dice Score: 63.5. Result ID: 6a0c124dfbc373592c01cbe6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"0.42","GMACs":"0.83"}. This record does not assert independent reproduction. ### UNeXt-L Dice Score: 61.7. Result ID: 6a0c124dfbc373592c01cbe8. [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 Score: 41.4. Result ID: 6a0c124dfbc373592c01cbe9. [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 Score: 41.2. Result ID: 6a0c124dfbc373592c01cbe4. [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.