# Reconstruction of Discrete Branching Dynamics on 50D Mouse t=1 Source: [Reconstruction of Discrete Branching Dynamics on 50D Mouse t=1]() Collection index: [llms.txt]() Data updated: 2026-05-04T09:04:37.996Z Evaluation of model performance on reconstructing discrete branching dynamics using the 50D Mouse dataset with the t=1 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) | 50D Mouse t=1 | | 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 | 5.486 | Not recorded | 69f827dec0f56ed843088877 | | USB | 5.589 | Not recorded | 69f827dec0f56ed843088877 | | DeepRUOT | 6.052 | Not recorded | 69f827dec0f56ed843088877 | | TIGON | 6.14 | Not recorded | 69f827dec0f56ed843088877 | | VGFM | 6.274 | Not recorded | 69f827dec0f56ed843088877 | | MIOFlow | 6.313 | Not recorded | 69f827dec0f56ed843088877 | | MMFM | 7.647 | Not recorded | 69f827dec0f56ed843088877 | | Metric FM | 7.788 | Not recorded | 69f827dec0f56ed843088877 | | Var-RUOT | 7.951 | Not recorded | 69f827dec0f56ed843088877 | | BranchSBM | 7.957 | Not recorded | 69f827dec0f56ed843088877 | | UOT-FM | 8.114 | Not recorded | 69f827dec0f56ed843088877 | | SF2M | 8.217 | Not recorded | 69f827dec0f56ed843088877 | ### WFR-FM W1: 5.486. Result ID: 69f860dc47f34ce924dc45d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### USB W1: 5.589. Result ID: 69f860dc47f34ce924dc45d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepRUOT W1: 6.052. Result ID: 69f860dc47f34ce924dc45ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TIGON W1: 6.14. Result ID: 69f860dc47f34ce924dc45cd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGFM W1: 6.274. Result ID: 69f860dc47f34ce924dc45d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIOFlow W1: 6.313. Result ID: 69f860dc47f34ce924dc45cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMFM W1: 7.647. Result ID: 69f860dc47f34ce924dc45c8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Metric FM W1: 7.788. Result ID: 69f860dc47f34ce924dc45c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Var-RUOT W1: 7.951. Result ID: 69f860dc47f34ce924dc45cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BranchSBM W1: 7.957. Result ID: 69f860dc47f34ce924dc45cc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UOT-FM W1: 8.114. Result ID: 69f860dc47f34ce924dc45d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF2M W1: 8.217. Result ID: 69f860dc47f34ce924dc45ca. [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.