3D Human Reconstruction On Expressive Hands 1
評価指標
MPJPE, left hand
MPJPE-14
PA V2V (mm), body only
PA V2V (mm), face
PA V2V (mm), left hand
PA V2V (mm), whole body
TR V2V (mm), body only
TR V2V (mm), face
TR V2V (mm), left hand
TR V2V (mm), whole body
mean P2S
median P2S
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | MPJPE, left hand | MPJPE-14 | PA V2V (mm), body only | PA V2V (mm), face | PA V2V (mm), left hand | PA V2V (mm), whole body | TR V2V (mm), body only | TR V2V (mm), face | TR V2V (mm), left hand | TR V2V (mm), whole body | mean P2S | median P2S |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| collaborative-regression-of-expressive-bodies | 11.7 | 61.5 | 53 | 4.6 | 11.2 | 55 | 75.8 | 14.2 | 25.6 | 67.6 | 29.9 | 18.4 |
| expressive-body-capture-3d-hands-face-and | 12.2 | 87.6 | 75.4 | 4.9 | 11.6 | - | 116.1 | 11.5 | 23.8 | 93.0 | 36.8 | 23.0 |
| frankmocap-a-monocular-3d-whole-body-pose | 13.2 | 62.3 | 52.7 | - | 12.8 | 57.5 | 80.1 | - | 32.1 | 76.9 | 31.6 | 19.2 |
| monocular-expressive-body-regression-through | 13.5 | 62.8 | 52.6 | 5.8 | 13.1 | 54.5 | 76.8 | 15.9 | 31.2 | 65.7 | 28.9 | 18 |
| pose2pose-3d-positional-pose-guided-3d | - | - | - | 5.8 | 10.8 | 50.3 | - | - | - | - | - | - |