# Reconstruction of discrete branching dynamics on 5D EB (t=4) Source: [Reconstruction of discrete branching dynamics on 5D EB (t=4)]() Collection index: [llms.txt]() Data updated: 2026-05-04T09:04:37.631Z Evaluation of model performance on reconstructing discrete branching dynamics using the t=4 split of the 5D EB 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) | 5D EB (t=4) | | 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 | 0.45 | Not recorded | 69f827dec0f56ed843088877 | | WFR-FM | 0.51 | Not recorded | 69f827dec0f56ed843088877 | | Var-RUOT | 0.511 | Not recorded | 69f827dec0f56ed843088877 | | VGFM | 0.573 | Not recorded | 69f827dec0f56ed843088877 | | DeepRUOT | 0.585 | Not recorded | 69f827dec0f56ed843088877 | | Metric FM | 0.597 | Not recorded | 69f827dec0f56ed843088877 | | TIGON | 0.6 | Not recorded | 69f827dec0f56ed843088877 | | SF2M | 0.65 | Not recorded | 69f827dec0f56ed843088877 | | MIOFlow | 0.67 | Not recorded | 69f827dec0f56ed843088877 | | UOT-FM | 0.852 | Not recorded | 69f827dec0f56ed843088877 | | MMFM | 0.872 | Not recorded | 69f827dec0f56ed843088877 | | BranchSBM | 1.626 | Not recorded | 69f827dec0f56ed843088877 | ### USB W1: 0.45. Result ID: 69f860db47f34ce924dc4537. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WFR-FM W1: 0.51. Result ID: 69f860db47f34ce924dc4536. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Var-RUOT W1: 0.511. Result ID: 69f860db47f34ce924dc4533. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGFM W1: 0.573. Result ID: 69f860db47f34ce924dc4535. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepRUOT W1: 0.585. Result ID: 69f860db47f34ce924dc4532. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Metric FM W1: 0.597. Result ID: 69f860db47f34ce924dc452d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TIGON W1: 0.6. Result ID: 69f860db47f34ce924dc4531. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF2M W1: 0.65. Result ID: 69f860db47f34ce924dc452e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIOFlow W1: 0.67. Result ID: 69f860db47f34ce924dc452f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UOT-FM W1: 0.852. Result ID: 69f860db47f34ce924dc4534. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMFM W1: 0.872. Result ID: 69f860db47f34ce924dc452c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BranchSBM W1: 1.626. Result ID: 69f860db47f34ce924dc4530. [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.