Novel View Synthesis on ZJUMocap unseen identity
26.94PSNRNeural Human Performer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Neural Human PerformerTraining=generalizable, Protocol=trained on source models2021.09 | 26.94 | 92.9 | — | |
| GM-NeRFm=4, identity=unseen2023.03 | 26.74 | 91.9 | 0.0955 | |
| NHPm=4, identity=unseen2023.03 | 25.92 | 90.4 | 0.1623 | |
| KeypointNeRFm=4, identity=unseen2023.03 | 25.85 | 91 | 0.1092 | |
| GNRm=4, identity=unseen2023.03 | 25.39 | 90.3 | 0.1306 | |
| IBRNetm=4, identity=unseen2023.03 | 25.25 | 87.6 | 0.2323 | |
| Neural Human PerformerTraining=generalizable, Protocol=trained on source models2021.09 | 24.75 | 90.6 | — | |
| NHPTraining source=source models, Protocol=generalizable (trained once for all subjects)2021.09 | 24.75 | 90.6 | — | |
| Neural BodyTraining=per-person, Protocol=trained on source models2021.09 | 23.79 | 88.7 | — | |
| Neural BodyTraining=per-person, Protocol=trained on target models2021.09 | 22.88 | 88 | — | |
| NBTraining source=target models, Protocol=per-subject optimization2021.09 | 22.88 | 88 | — | |
| Neural Human RenderingTraining=per-person, Protocol=trained on source models2021.09 | 22.31 | 87.1 | — | |
| Neural TexturesTraining=per-person, Protocol=trained on source models2021.09 | 22.28 | 87.2 | — | |
| Neural Human RenderingTraining=per-person, Protocol=trained on target models2021.09 | 22.03 | 87.5 | — | |
| NHRTraining source=target models, Protocol=per-subject optimization2021.09 | 22.03 | 87.5 | — | |
| Neural TexturesTraining=per-person, Protocol=trained on target models2021.09 | 21.92 | 87.3 | — | |
| NTTraining source=target models, Protocol=per-subject optimization2021.09 | 21.92 | 87.3 | — |