# Anomaly Segmentation on CROMIS real 2D CT lesion data Source: [Anomaly Segmentation on CROMIS real 2D CT lesion data]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:15.635Z Evaluation of anomaly segmentation performance using the CROMIS real 2D CT lesion data dataset, reporting metrics such as DICE score and inference time. 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 | Anomaly segmentation | | Dataset (including any stated split) | CROMIS real 2D CT lesion data | | Metric | DICE | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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: SCALAR. - [Inference Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | DICE | Result date | Report paper | | --- | --- | --- | --- | | Ensemble | 0.471 | Not recorded | 68fa5f291e209131ce9e7ef2 | | Transformer | 0.356 | Not recorded | 68fa5f291e209131ce9e7ef2 | | DDIM | 0.286 | Not recorded | 68fa5f291e209131ce9e7ef2 | | DDPM | 0.284 | Not recorded | 68fa5f291e209131ce9e7ef2 | | Ensemble | 0.241 | Not recorded | 68fa5f291e209131ce9e7ef2 | | DDIM | 0.22 | Not recorded | 68fa5f291e209131ce9e7ef2 | | DDPM | 0.215 | Not recorded | 68fa5f291e209131ce9e7ef2 | | Transformer | 0.205 | Not recorded | 68fa5f291e209131ce9e7ef2 | | VAE (Dense) | 0.185 | Not recorded | 68fa5f291e209131ce9e7ef2 | | f-AnoGAN | 0.146 | Not recorded | 68fa5f291e209131ce9e7ef2 | ### Ensemble DICE: 0.471. Result ID: 698bbe3f7a967eddb7710621. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Latent compression factor (f)":"4"}. This record does not assert independent reproduction. ### Transformer DICE: 0.356. Result ID: 698bbe3f7a967eddb7710620. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Latent compression factor (f)":"4"}. This record does not assert independent reproduction. ### DDIM DICE: 0.286. Result ID: 698bbe3f7a967eddb771061a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Latent compression factor (f)":"8","Variant":"(d)"}. This record does not assert independent reproduction. ### DDPM DICE: 0.284. Result ID: 698bbe3f7a967eddb771061c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Latent compression factor (f)":"8","Variant":"(c)"}. This record does not assert independent reproduction. ### Ensemble DICE: 0.241. Result ID: 698bbe3f7a967eddb771061f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDIM DICE: 0.22. Result ID: 698bbe3f7a967eddb771061b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Latent compression factor (f)":"4","Variant":"(d)"}. This record does not assert independent reproduction. ### DDPM DICE: 0.215. Result ID: 698bbe3f7a967eddb771061d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Latent compression factor (f)":"4","Variant":"(c)"}. This record does not assert independent reproduction. ### Transformer DICE: 0.205. Result ID: 698bbe3f7a967eddb771061e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VAE (Dense) DICE: 0.185. Result ID: 698bbe3f7a967eddb7710618. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### f-AnoGAN DICE: 0.146. Result ID: 698bbe3f7a967eddb7710619. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.