Face Reconstruction on Real Face Dataset
2.115Absolute Relative ErrorLoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LoRA# Trainable Param.=16.3 M, rank=162026.04 | 2.115 | 98.92 | |
| Subspace-based LoRA# Trainable Param.=4.7 M, d=322026.04 | 2.151 | 98.94 | |
| LoRA# Trainable Param.=65.3 M, rank=642026.04 | 2.157 | 98.94 | |
| LoRA# Trainable Param.=32.7 M, rank=322026.04 | 2.159 | 98.93 | |
| LoRA# Trainable Param.=130.7 M, rank=1282026.04 | 2.162 | 98.95 | |
| Subspace-based LoRA# Trainable Param.=4.0 M, d=162026.04 | 2.17 | 98.92 | |
| Full# Trainable Param.=853.6 M2026.04 | 2.203 | 98.85 | |
| PiSSA# Trainable Param.=16.3 M, rank=162026.04 | 2.433 | 98.81 | |
| VGGT2026.04 | 2.651 | 98.59 | |
| Subspace-based LoRA# Trainable Param.=3.8 M, d=82026.04 | 2.774 | 98.26 | |
| PiSSA# Trainable Param.=65.3 M, rank=642026.04 | 3.106 | 98.6 | |
| PiSSA# Trainable Param.=32.7 M, rank=322026.04 | 3.185 | 98.41 | |
| PiSSA# Trainable Param.=130.7 M, rank=1282026.04 | 4.02 | 98.32 |