# Reconstruction of Discrete Branching Dynamics on CITE 50D (t=1) Source: [Reconstruction of Discrete Branching Dynamics on CITE 50D (t=1)]() Collection index: [llms.txt]() Data updated: 2026-05-04T09:04:37.672Z Evaluation of model performance on reconstructing discrete branching dynamics using the t=1 configuration of the CITE 50D dataset, 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) | CITE 50D (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 | | --- | --- | --- | --- | | USB | 27.021 | Not recorded | 69f827dec0f56ed843088877 | | WFR-FM | 27.831 | Not recorded | 69f827dec0f56ed843088877 | | TIGON | 28.196 | Not recorded | 69f827dec0f56ed843088877 | | DeepRUOT | 28.245 | Not recorded | 69f827dec0f56ed843088877 | | MIOFlow | 28.29 | Not recorded | 69f827dec0f56ed843088877 | | Metric FM | 28.314 | Not recorded | 69f827dec0f56ed843088877 | | VGFM | 29.449 | Not recorded | 69f827dec0f56ed843088877 | | SF2M | 29.543 | Not recorded | 69f827dec0f56ed843088877 | | Var-RUOT | 30.219 | Not recorded | 69f827dec0f56ed843088877 | | UOT-FM | 33.531 | Not recorded | 69f827dec0f56ed843088877 | | MMFM | 33.971 | Not recorded | 69f827dec0f56ed843088877 | | BranchSBM | 39.908 | Not recorded | 69f827dec0f56ed843088877 | ### USB W1: 27.021. Result ID: 69f860db47f34ce924dc4543. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WFR-FM W1: 27.831. Result ID: 69f860db47f34ce924dc4542. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TIGON W1: 28.196. Result ID: 69f860db47f34ce924dc453d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepRUOT W1: 28.245. Result ID: 69f860db47f34ce924dc453e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIOFlow W1: 28.29. Result ID: 69f860db47f34ce924dc453b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Metric FM W1: 28.314. Result ID: 69f860db47f34ce924dc4539. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGFM W1: 29.449. Result ID: 69f860db47f34ce924dc4541. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF2M W1: 29.543. Result ID: 69f860db47f34ce924dc453a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Var-RUOT W1: 30.219. Result ID: 69f860db47f34ce924dc453f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UOT-FM W1: 33.531. Result ID: 69f860db47f34ce924dc4540. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMFM W1: 33.971. Result ID: 69f860db47f34ce924dc4538. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BranchSBM W1: 39.908. Result ID: 69f860db47f34ce924dc453c. [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.