# Semantic Segmentation on M&M (test) Source: [Semantic Segmentation on M&M (test)]() Collection index: [llms.txt]() Data updated: 2026-03-05T09:47:25.942Z Evaluation of Semantic Segmentation performance on the test split of the M&M dataset, reporting Dice, IoU, HD95, and ASD metrics. 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 | Semantic Segmentation | | Dataset (including any stated split) | M&M (test) | | Metric | Dice Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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. - [HD95](): Lower is better; unit: SCALAR. - [ASD](): Lower is better; unit: SCALAR. ## Recorded results | Method | Dice Score | Result date | Report paper | | --- | --- | --- | --- | | M&M (Real) | 90 | Not recorded | 69a90e062d603e6de3e407ec | | ACDC (Real) | 90 | Not recorded | 69a90e062d603e6de3e407ec | | DDPM M&M-Syn | 89 | Not recorded | 69a90e062d603e6de3e407ec | | LDM M&M-Syn | 89 | Not recorded | 69a90e062d603e6de3e407ec | | FM M&M-Syn | 88 | Not recorded | 69a90e062d603e6de3e407ec | | DDPM Full-Syn | 87 | Not recorded | 69a90e062d603e6de3e407ec | | LDM Full-Syn | 87 | Not recorded | 69a90e062d603e6de3e407ec | | FM Full-Syn | 87 | Not recorded | 69a90e062d603e6de3e407ec | | DDPM ACDC-Syn | 86 | Not recorded | 69a90e062d603e6de3e407ec | | LDM ACDC-Syn | 85 | Not recorded | 69a90e062d603e6de3e407ec | | FM ACDC-Syn | 82 | Not recorded | 69a90e062d603e6de3e407ec | ### M&M (Real) Dice Score: 90. Result ID: 69a951166dbb7075b9532fff. [Reporting paper]() Recorded evaluation configuration: {"Training Setup":"Real Data"}. This record does not assert independent reproduction. ### ACDC (Real) Dice Score: 90. Result ID: 69a951166dbb7075b9533000. [Reporting paper]() Recorded evaluation configuration: {"Training Setup":"Real Data"}. This record does not assert independent reproduction. ### DDPM M&M-Syn Dice Score: 89. Result ID: 69a951166dbb7075b9533003. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Generated images conditioned M&M masks"}. This record does not assert independent reproduction. ### LDM M&M-Syn Dice Score: 89. Result ID: 69a951166dbb7075b9533006. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Generated images conditioned M&M masks"}. This record does not assert independent reproduction. ### FM M&M-Syn Dice Score: 88. Result ID: 69a951166dbb7075b9533009. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Generated images conditioned M&M masks"}. This record does not assert independent reproduction. ### DDPM Full-Syn Dice Score: 87. Result ID: 69a951166dbb7075b9533001. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Synthetic masks and images"}. This record does not assert independent reproduction. ### LDM Full-Syn Dice Score: 87. Result ID: 69a951166dbb7075b9533004. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Synthetic masks and images"}. This record does not assert independent reproduction. ### FM Full-Syn Dice Score: 87. Result ID: 69a951166dbb7075b9533007. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Synthetic masks and images"}. This record does not assert independent reproduction. ### DDPM ACDC-Syn Dice Score: 86. Result ID: 69a951166dbb7075b9533002. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Generated images conditioned ACDC masks"}. This record does not assert independent reproduction. ### LDM ACDC-Syn Dice Score: 85. Result ID: 69a951166dbb7075b9533005. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Generated images conditioned ACDC masks"}. This record does not assert independent reproduction. ### FM ACDC-Syn Dice Score: 82. Result ID: 69a951166dbb7075b9533008. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Setup":"Generated images conditioned ACDC masks"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.