# Reconstruction of Discrete Branching Dynamics on Mouse 50D (t=2) Source: [Reconstruction of Discrete Branching Dynamics on Mouse 50D (t=2)]() Collection index: [llms.txt]() Data updated: 2026-05-04T09:04:38.039Z Evaluation of model performance on reconstructing discrete branching dynamics using the Mouse 50D dataset with the t=2 configuration, measured by W1 and RME. 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 | Reconstruction of Discrete Branching Dynamics | | Dataset (including any stated split) | Mouse 50D (t=2) | | Metric | W1 | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 - [W1](): Lower is better; unit: SCALAR. - [RME](): Lower is better; unit: SCALAR. ## Recorded results | Method | W1 | Result date | Report paper | | --- | --- | --- | --- | | WFR-FM | 6.211 | Not recorded | 69f827dec0f56ed843088877 | | USB | 6.548 | Not recorded | 69f827dec0f56ed843088877 | | MIOFlow | 6.746 | Not recorded | 69f827dec0f56ed843088877 | | DeepRUOT | 6.757 | Not recorded | 69f827dec0f56ed843088877 | | VGFM | 6.796 | Not recorded | 69f827dec0f56ed843088877 | | TIGON | 6.973 | Not recorded | 69f827dec0f56ed843088877 | | UOT-FM | 9.17 | Not recorded | 69f827dec0f56ed843088877 | | BranchSBM | 9.236 | Not recorded | 69f827dec0f56ed843088877 | | MMFM | 10.156 | Not recorded | 69f827dec0f56ed843088877 | | Var-RUOT | 10.862 | Not recorded | 69f827dec0f56ed843088877 | | SF2M | 11.086 | Not recorded | 69f827dec0f56ed843088877 | | Metric FM | 11.449 | Not recorded | 69f827dec0f56ed843088877 | ### WFR-FM W1: 6.211. Result ID: 69f860dc47f34ce924dc45de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### USB W1: 6.548. Result ID: 69f860dc47f34ce924dc45df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIOFlow W1: 6.746. Result ID: 69f860dc47f34ce924dc45d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepRUOT W1: 6.757. Result ID: 69f860dc47f34ce924dc45da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGFM W1: 6.796. Result ID: 69f860dc47f34ce924dc45dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TIGON W1: 6.973. Result ID: 69f860dc47f34ce924dc45d9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UOT-FM W1: 9.17. Result ID: 69f860dc47f34ce924dc45dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BranchSBM W1: 9.236. Result ID: 69f860dc47f34ce924dc45d8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMFM W1: 10.156. Result ID: 69f860dc47f34ce924dc45d4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Var-RUOT W1: 10.862. Result ID: 69f860dc47f34ce924dc45db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF2M W1: 11.086. Result ID: 69f860dc47f34ce924dc45d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Metric FM W1: 11.449. Result ID: 69f860dc47f34ce924dc45d5. [Reporting paper]() [Method origin 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.