# Cardiac clinical indices calculation on M&M

Source: [Cardiac clinical indices calculation on M&M](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-09T09:33:53.972Z

Evaluation of models calculating key cardiac clinical indices (e.g., LVEDV, LVEF) using the M&M 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 | Cardiac clinical indices calculation |
| Dataset (including any stated split) | M&M |
| Metric | LVEDV |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [LVEDV](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=LVEDV>): Higher is better; unit: SCALAR.

- [LVESV](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=LVESV>): Higher is better; unit: SCALAR.

- [RVEDV](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=RVEDV>): Higher is better; unit: SCALAR.

- [RVESV](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=RVESV>): Higher is better; unit: SCALAR.

- [LVSV](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=LVSV>): Higher is better; unit: SCALAR.

- [RVSV](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=RVSV>): Higher is better; unit: SCALAR.

- [LVMM](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=LVMM>): Higher is better; unit: SCALAR.

- [LVEF](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=LVEF>): Higher is better; unit: PERCENT.

- [RVEF](<https://www.sota2.com/research/sota/cardiac-clinical-indices-calculation-on-m-and-m.md?metric=RVEF>): Higher is better; unit: PERCENT.

## Recorded results

| Method | LVEDV | Result date | Report paper |
| --- | --- | --- | --- |
| VoxelMorph | 475.36 | Not recorded | 68fa7b011e209131cea862eb |
| TCSF | 366.56 | Not recorded | 68fa7b011e209131cea862eb |
| LCC-Demons | 296.94 | Not recorded | 68fa7b011e209131cea862eb |
| TLRN | 289.16 | Not recorded | 68fa7b011e209131cea862eb |
| SegMorph | 250.15 | Not recorded | 68fa7b011e209131cea862eb |
| SyN | 223.19 | Not recorded | 68fa7b011e209131cea862eb |
| DragNet | 206.88 | Not recorded | 68fa7b011e209131cea862eb |
| JMS | 163.52 | Not recorded | 68fa7b011e209131cea862eb |
| CardioMorphNet | 89.59 | Not recorded | 68fa7b011e209131cea862eb |

### VoxelMorph

LVEDV: 475.36. Result ID: 6a27dc14fbc373592c24f3c4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66401e209131cea0f2e7.md>)

[Implementation](<http://voxelmorph.csail.mit.edu/>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TCSF

LVEDV: 366.56. Result ID: 6a27dc14fbc373592c24f3c6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LCC-Demons

LVEDV: 296.94. Result ID: 6a27dc14fbc373592c24f3c9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TLRN

LVEDV: 289.16. Result ID: 6a27dc14fbc373592c24f3c5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74491e209131cea60c71.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SegMorph

LVEDV: 250.15. Result ID: 6a27dc14fbc373592c24f3c8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SyN

LVEDV: 223.19. Result ID: 6a27dc14fbc373592c24f3c7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DragNet

LVEDV: 206.88. Result ID: 6a27dc14fbc373592c24f3ca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### JMS

LVEDV: 163.52. Result ID: 6a27dc14fbc373592c24f3cb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64801e209131cea04e98.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CardioMorphNet

LVEDV: 89.59. Result ID: 6a27dc14fbc373592c24f3c3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b011e209131cea862eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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