# Human Novel View Synthesis on ZJU-MoCap Source: [Human Novel View Synthesis on ZJU-MoCap]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:29.272Z Evaluation of Human Novel View Synthesis performance on the ZJU-MoCap dataset, reporting metrics such as PSNR, SSIM, and LPIPS. 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 Novel View Synthesis | | Dataset (including any stated split) | ZJU-MoCap | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 31 of 31 | | 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 - [PSNR](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | GART | 32.22 | Not recorded | 69857573c97a0b3e3b5d5b73 | | FlexNeRF | 31.73 | Not recorded | 69857573c97a0b3e3b5d5b73 | | GauHuman | 31.34 | Not recorded | 69857573c97a0b3e3b5d5b73 | | InstantNVR | 31.01 | Not recorded | 69857573c97a0b3e3b5d5b73 | | PoseGaussian | 30.86 | Not recorded | 69857573c97a0b3e3b5d5b73 | | Sem-Human | 30.8 | Not recorded | 69857573c97a0b3e3b5d5b73 | | HumanNeRF | 30.66 | Not recorded | 69857573c97a0b3e3b5d5b73 | | 3DGS-Avatar | 30.61 | Not recorded | 69857573c97a0b3e3b5d5b73 | | INR | 30.54 | Not recorded | 69857573c97a0b3e3b5d5b73 | | HUGS | 30.54 | Not recorded | 69857573c97a0b3e3b5d5b73 | | AS | 30.38 | Not recorded | 69857573c97a0b3e3b5d5b73 | | GoMAvatar | 30.37 | Not recorded | 69857573c97a0b3e3b5d5b73 | | SparseHumanNeRF | 30.24 | Not recorded | 69857573c97a0b3e3b5d5b73 | | SplatArmor | 30.24 | Not recorded | 69857573c97a0b3e3b5d5b73 | | MonoHuman | 30.05 | Not recorded | 69857573c97a0b3e3b5d5b73 | | HumanSplat | 29.82 | Not recorded | 69857573c97a0b3e3b5d5b73 | | AN | 29.77 | Not recorded | 69857573c97a0b3e3b5d5b73 | | InstantAvatar | 29.73 | Not recorded | 69857573c97a0b3e3b5d5b73 | | GPS-Gaussian | 29.68 | Not recorded | 69857573c97a0b3e3b5d5b73 | | DVA | 29.45 | Not recorded | 69857573c97a0b3e3b5d5b73 | | Deform 3D | 29.28 | Not recorded | 69857573c97a0b3e3b5d5b73 | | NB | 29.03 | Not recorded | 69857573c97a0b3e3b5d5b73 | | ENeRF | 28.9 | Not recorded | 69857573c97a0b3e3b5d5b73 | | GP-NeRF | 28.8 | Not recorded | 69857573c97a0b3e3b5d5b73 | | NHP | 28.25 | Not recorded | 69857573c97a0b3e3b5d5b73 | | SMPLPix | 27 | Not recorded | 69857573c97a0b3e3b5d5b73 | | HuGS | 26.58 | Not recorded | 69857573c97a0b3e3b5d5b73 | | KeypointNeRF | 25.03 | Not recorded | 69857573c97a0b3e3b5d5b73 | | PixelNeRF | 24.71 | Not recorded | 69857573c97a0b3e3b5d5b73 | | AniNeRF | 24.56 | Not recorded | 69857573c97a0b3e3b5d5b73 | | Deform3GS | 24.1 | Not recorded | 69857573c97a0b3e3b5d5b73 | ### GART PSNR: 32.22. Result ID: 6997415f5698665ec492215a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlexNeRF PSNR: 31.73. Result ID: 6997415f5698665ec4922149. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GauHuman PSNR: 31.34. Result ID: 6997415f5698665ec4922159. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train":"1m","FPS":"189"}. This record does not assert independent reproduction. ### InstantNVR PSNR: 31.01. Result ID: 6997415f5698665ec4922145. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train":"5m","FPS":"2.20"}. This record does not assert independent reproduction. ### PoseGaussian PSNR: 30.86. Result ID: 6997415f5698665ec492215b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"30m","FPS":"100"}. This record does not assert independent reproduction. ### Sem-Human PSNR: 30.8. Result ID: 6997415f5698665ec492214b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HumanNeRF PSNR: 30.66. Result ID: 6997415f5698665ec4922143. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"10h","FPS":"0.30"}. This record does not assert independent reproduction. ### 3DGS-Avatar PSNR: 30.61. Result ID: 6997415f5698665ec4922156. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"30m","FPS":"20"}. This record does not assert independent reproduction. ### INR PSNR: 30.54. Result ID: 6997415f5698665ec492214f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HUGS PSNR: 30.54. Result ID: 6997415f5698665ec4922158. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AS PSNR: 30.38. Result ID: 6997415f5698665ec4922141. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"10h","FPS":"0.40"}. This record does not assert independent reproduction. ### GoMAvatar PSNR: 30.37. Result ID: 6997415f5698665ec4922153. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train":"23m","FPS":"4.15"}. This record does not assert independent reproduction. ### SparseHumanNeRF PSNR: 30.24. Result ID: 6997415f5698665ec4922148. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":null,"FPS":null}. This record does not assert independent reproduction. ### SplatArmor PSNR: 30.24. Result ID: 6997415f5698665ec4922155. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MonoHuman PSNR: 30.05. Result ID: 6997415f5698665ec492214a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HumanSplat PSNR: 29.82. Result ID: 6997415f5698665ec4922150. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AN PSNR: 29.77. Result ID: 6997415f5698665ec4922140. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"10h","FPS":"1.11"}. This record does not assert independent reproduction. ### InstantAvatar PSNR: 29.73. Result ID: 6997415f5698665ec4922146. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"3m","FPS":"4.15"}. This record does not assert independent reproduction. ### GPS-Gaussian PSNR: 29.68. Result ID: 6997415f5698665ec4922151. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DVA PSNR: 29.45. Result ID: 6997415f5698665ec4922144. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"1.5h","FPS":"16.5"}. This record does not assert independent reproduction. ### Deform 3D PSNR: 29.28. Result ID: 6997415f5698665ec4922157. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NB PSNR: 29.03. Result ID: 6997415f5698665ec492213f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"10h","FPS":"1.48"}. This record does not assert independent reproduction. ### ENeRF PSNR: 28.9. Result ID: 6997415f5698665ec4922142. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":null,"FPS":null}. This record does not assert independent reproduction. ### GP-NeRF PSNR: 28.8. Result ID: 6997415f5698665ec492214d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"20h","FPS":"1.05"}. This record does not assert independent reproduction. ### NHP PSNR: 28.25. Result ID: 6997415f5698665ec492213e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train":"1h","FPS":"0.15"}. This record does not assert independent reproduction. ### SMPLPix PSNR: 27. Result ID: 6997415f5698665ec492214c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HuGS PSNR: 26.58. Result ID: 6997415f5698665ec4922154. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KeypointNeRF PSNR: 25.03. Result ID: 6997415f5698665ec4922147. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"20h","FPS":"1.05"}. This record does not assert independent reproduction. ### PixelNeRF PSNR: 24.71. Result ID: 6997415f5698665ec492213d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train":"1h","FPS":"1.20"}. This record does not assert independent reproduction. ### AniNeRF PSNR: 24.56. Result ID: 6997415f5698665ec492214e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Deform3GS PSNR: 24.1. Result ID: 6997415f5698665ec4922152. [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.