# Human Geometry Reconstruction on THuman3.0 49 Source: [Human Geometry Reconstruction on THuman3.0 49]() Collection index: [llms.txt]() Data updated: 2026-03-06T08:28:43.472Z Evaluation of 3D Human Geometry Reconstruction performance on the THuman3.0 49 split, reporting metrics including Chamfer Distance (P2S/S2P), NC, and F-score. 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 | Human Geometry Reconstruction | | Dataset (including any stated split) | THuman3.0 49 | | Metric | CD: P-to-S (cm) | | Unit | OTHER | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [CD: P-to-S (cm)](): Lower is better; unit: OTHER. - [CD: S-to-P (cm)](): Lower is better; unit: OTHER. - [NC](): Higher is better; unit: PERCENT. - [F-score](): Higher is better; unit: PERCENT. ## Recorded results | Method | CD: P-to-S (cm) | Result date | Report paper | | --- | --- | --- | --- | | MultiGO++ | 1.173 | Not recorded | 69aa5f722d603e6de3e4183d | | MultiGO++ | 1.237 | Not recorded | 69aa5f722d603e6de3e4183d | | H3Diff. | 1.331 | Not recorded | 69aa5f722d603e6de3e4183d | | MultiGO | 1.408 | Not recorded | 69aa5f722d603e6de3e4183d | | FOF-X | 1.681 | Not recorded | 69aa5f722d603e6de3e4183d | | SiTH | 1.743 | Not recorded | 69aa5f722d603e6de3e4183d | | PSHuman | 1.827 | Not recorded | 69aa5f722d603e6de3e4183d | | HumanRef | 1.975 | Not recorded | 69aa5f722d603e6de3e4183d | | R2Human | 2.123 | Not recorded | 69aa5f722d603e6de3e4183d | | PIFu | 2.176 | Not recorded | 69aa5f722d603e6de3e4183d | | ECON | 2.201 | Not recorded | 69aa5f722d603e6de3e4183d | | ICON | 2.368 | Not recorded | 69aa5f722d603e6de3e4183d | | HiLo | 2.395 | Not recorded | 69aa5f722d603e6de3e4183d | | GTA | 2.416 | Not recorded | 69aa5f722d603e6de3e4183d | | SIFU | 2.45 | Not recorded | 69aa5f722d603e6de3e4183d | | VS | 2.526 | Not recorded | 69aa5f722d603e6de3e4183d | ### MultiGO++ CD: P-to-S (cm): 1.173. Result ID: 69aa90346dbb7075b9544fa9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Publication":"-","trained on commercial or synthesis data":true}. This record does not assert independent reproduction. ### MultiGO++ CD: P-to-S (cm): 1.237. Result ID: 69aa90346dbb7075b9544fa8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Publication":"-"}. This record does not assert independent reproduction. ### H3Diff. CD: P-to-S (cm): 1.331. Result ID: 69aa90346dbb7075b9544fa5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"NeurIPS 2024","trained on commercial or synthesis data":true}. This record does not assert independent reproduction. ### MultiGO CD: P-to-S (cm): 1.408. Result ID: 69aa90346dbb7075b9544fa7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2025"}. This record does not assert independent reproduction. ### FOF-X CD: P-to-S (cm): 1.681. Result ID: 69aa90346dbb7075b9544fa3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Publication":"TMM 2026"}. This record does not assert independent reproduction. ### SiTH CD: P-to-S (cm): 1.743. Result ID: 69aa90346dbb7075b9544fa1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2024"}. This record does not assert independent reproduction. ### PSHuman CD: P-to-S (cm): 1.827. Result ID: 69aa90346dbb7075b9544fa6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2025"}. This record does not assert independent reproduction. ### HumanRef CD: P-to-S (cm): 1.975. Result ID: 69aa90346dbb7075b9544fa2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Publication":"CVPR 2024"}. This record does not assert independent reproduction. ### R2Human CD: P-to-S (cm): 2.123. Result ID: 69aa90346dbb7075b9544fa4. [Reporting paper]() Recorded evaluation configuration: {"Publication":"ISMAR 2024"}. This record does not assert independent reproduction. ### PIFu CD: P-to-S (cm): 2.176. Result ID: 69aa90346dbb7075b9544f9a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"ICCV 2019"}. This record does not assert independent reproduction. ### ECON CD: P-to-S (cm): 2.201. Result ID: 69aa90346dbb7075b9544f9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2023"}. This record does not assert independent reproduction. ### ICON CD: P-to-S (cm): 2.368. Result ID: 69aa90346dbb7075b9544f9b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2022"}. This record does not assert independent reproduction. ### HiLo CD: P-to-S (cm): 2.395. Result ID: 69aa90346dbb7075b9544f9f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2024"}. This record does not assert independent reproduction. ### GTA CD: P-to-S (cm): 2.416. Result ID: 69aa90346dbb7075b9544f9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"NeurIPS 2023"}. This record does not assert independent reproduction. ### SIFU CD: P-to-S (cm): 2.45. Result ID: 69aa90346dbb7075b9544fa0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Publication":"CVPR 2024"}. This record does not assert independent reproduction. ### VS CD: P-to-S (cm): 2.526. Result ID: 69aa90346dbb7075b9544f9e. [Reporting paper]() Recorded evaluation configuration: {"Publication":"CVPR 2024"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.