# Polyp Segmentation on CVC-ClinicDB Noisy (test) Source: [Polyp Segmentation on CVC-ClinicDB Noisy (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T07:34:03.054Z Evaluation of polyp segmentation performance on the noisy test split of the CVC-ClinicDB 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 Noisy (test) | | Metric | Dice Coefficient | | 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 Coefficient](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | Dice Coefficient | Result date | Report paper | | --- | --- | --- | --- | | SegFormer-B5 | 75.7 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | DepthPolyp | 75.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CFFormer | 73 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | SegFormer-B0 | 69.8 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | NPDNet | 68.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | PraNet | 67.8 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | H-Unets | 66.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CTNet | 64.9 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | I2UNet-L | 59.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | UNet | 59 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | ULite | 58.4 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-B | 57.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-L | 56.8 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | I2UNet-S | 56.6 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | CMUNeXt-S | 54.5 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | UNeXt-L | 54 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | MobilePolypNet | 42.1 | Not recorded | 6a0bee64dbc836b87d82c1f2 | | MedT | 37.8 | Not recorded | 6a0bee64dbc836b87d82c1f2 | ### SegFormer-B5 Dice Coefficient: 75.7. Result ID: 6a0c124dfbc373592c01cbf1. [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 Coefficient: 75.1. Result ID: 6a0c124dfbc373592c01cbfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"3.57","GMACs":"0.86"}. This record does not assert independent reproduction. ### CFFormer Dice Coefficient: 73. Result ID: 6a0c124dfbc373592c01cbf2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"99.56","GMACs":"30.12"}. This record does not assert independent reproduction. ### SegFormer-B0 Dice Coefficient: 69.8. Result ID: 6a0c124dfbc373592c01cbfc. [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 Coefficient: 68.1. Result ID: 6a0c124dfbc373592c01cbec. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"27.67","GMACs":"5.14"}. This record does not assert independent reproduction. ### PraNet Dice Coefficient: 67.8. Result ID: 6a0c124dfbc373592c01cbef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"32.55","GMACs":"5.32"}. This record does not assert independent reproduction. ### H-Unets Dice Coefficient: 66.1. Result ID: 6a0c124dfbc373592c01cbf5. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"16.22","GMACs":"12.78"}. This record does not assert independent reproduction. ### CTNet Dice Coefficient: 64.9. Result ID: 6a0c124dfbc373592c01cbf0. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"44.29","GMACs":"6.27"}. This record does not assert independent reproduction. ### I2UNet-L Dice Coefficient: 59.1. Result ID: 6a0c124dfbc373592c01cbed. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"29.65","GMACs":"9.35"}. This record does not assert independent reproduction. ### UNet Dice Coefficient: 59. Result ID: 6a0c124dfbc373592c01cbee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"31.04","GMACs":"41.93"}. This record does not assert independent reproduction. ### ULite Dice Coefficient: 58.4. Result ID: 6a0c124dfbc373592c01cbf7. [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 Coefficient: 57.1. Result ID: 6a0c124dfbc373592c01cbf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"3.15","GMACs":"5.67"}. This record does not assert independent reproduction. ### CMUNeXt-L Dice Coefficient: 56.8. Result ID: 6a0c124dfbc373592c01cbf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"8.29","GMACs":"13.15"}. This record does not assert independent reproduction. ### I2UNet-S Dice Coefficient: 56.6. Result ID: 6a0c124dfbc373592c01cbf3. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"7.03","GMACs":"2.73"}. This record does not assert independent reproduction. ### CMUNeXt-S Dice Coefficient: 54.5. Result ID: 6a0c124dfbc373592c01cbf8. [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 Coefficient: 54. Result ID: 6a0c124dfbc373592c01cbfa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"1.47","GMACs":"0.44"}. This record does not assert independent reproduction. ### MobilePolypNet Dice Coefficient: 42.1. Result ID: 6a0c124dfbc373592c01cbf6. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"0.22","GMACs":"0.96"}. This record does not assert independent reproduction. ### MedT Dice Coefficient: 37.8. Result ID: 6a0c124dfbc373592c01cbfb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"1.56","GMACs":"1.80"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.