Novel View Synthesis on EMDB 1.0 (test)
30.99PSNR (Whole Images)JOintGS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| JOintGSEvaluation Setting=Human-only2026.02 | 30.99 | 0.972 | 0.027 | — | — | — | |
| ODHSREvaluation Setting=Human-only2026.02 | 28.95 | 0.966 | 0.031 | — | — | — | |
| 3DGS-AvatarEvaluation Setting=Human-only2026.02 | 27.95 | 0.967 | 0.035 | — | — | — | |
| HUGSEvaluation Setting=Human-only2026.02 | 26.16 | 0.947 | 0.033 | — | — | — | |
| GauHumanEvaluation Setting=Human-only2026.02 | 25.31 | 0.943 | 0.057 | — | — | — | |
| HSREvaluation Setting=Human-only2026.02 | 25.12 | 0.92 | 0.054 | — | — | — | |
| Vid2AvatarEvaluation Setting=Human-only2026.02 | 24.25 | 0.948 | 0.061 | — | — | — | |
| ODHSRCamera Tracker Configuration=Full optimization scheme, Human Pose Initialization=WHAM, Training FPS=0.141, Rendering FPS=85, Hardware=Nvidia GeForce RTX 40902025.04 | 23.79 | 0.767 | 0.197 | 28.955 | 0.966 | 0.031 | |
| ODHSREvaluation Setting=Full-image2026.02 | 23.79 | 0.767 | 0.197 | — | — | — | |
| ODHSRCamera Tracker Configuration=DROID-SLAM, Human Pose Initialization=WHAM, Training FPS=0.181, Rendering FPS=85, Hardware=Nvidia GeForce RTX 40902025.04 | 23.458 | 0.756 | 0.2 | 29.203 | 0.965 | 0.03 | |
| JOintGSEvaluation Setting=Full-image2026.02 | 23.4 | 0.785 | 0.173 | — | — | — | |
| HUGSHuman Pose Initialization=WHAM, Training FPS=0.042, Rendering FPS=40, Hardware=Nvidia GeForce RTX 40902025.04 | 21.605 | 0.659 | 0.181 | 26.165 | 0.947 | 0.033 | |
| HUGSEvaluation Setting=Full-image2026.02 | 21.6 | 0.659 | 0.181 | — | — | — | |
| HSRHuman Pose Initialization=WHAM, Training FPS=0.002, Rendering FPS=0.05, Hardware=Nvidia GeForce RTX 40902025.04 | 18.675 | 0.463 | 0.632 | 25.127 | 0.924 | 0.054 | |
| HSREvaluation Setting=Full-image2026.02 | 18.67 | 0.463 | 0.632 | — | — | — | |
| Vid2AvatarHuman Pose Initialization=WHAM, Training FPS=< 10-3, Rendering FPS=0.02, Hardware=Nvidia GeForce RTX 40902025.04 | 16.656 | 0.413 | 0.599 | 24.258 | 0.948 | 0.061 | |
| Vid2AvatarEvaluation Setting=Full-image2026.02 | 16.65 | 0.413 | 0.599 | — | — | — | |
| 3DGS-AvatarHuman Pose Initialization=WHAM, Training FPS=0.112, Rendering FPS=60, Hardware=Nvidia GeForce RTX 40902025.04 | — | — | — | 27.952 | 0.967 | 0.035 | |
| GauHumanHuman Pose Initialization=WHAM, Training FPS=0.15, Rendering FPS=150, Hardware=Nvidia GeForce RTX 40902025.04 | — | — | — | 25.313 | 0.943 | 0.057 |