Table 2.
Comparison of GPU memory usage and runtime on DTU dataset for different input sizes. GPU memory usage and runtime are obtained by running the official evaluation code of baselines on the same machine with an NVIDIA GeForce RTX 3090 laptop graphics card.
| Method | Input Size | Depth Map Size | GPU Mem (MB) | Runtime |
|---|---|---|---|---|
| MVSNet | 1600 × 1152 | 400 × 288 | 22,511 | 2.76 |
| R-MVSNet | 1600 × 1152 | 400 × 288 | 6915 | 5.09 |
| CasMVSNet | 1600 × 1152 | 640 × 512 | 5345 | 0.492 |
| PointMVSNet | 1600 × 1152 | 800 × 576 | 13,081 | 3.04 |
| PVA-MVSNet | 1600 × 1152 | 800 × 576 | 24,870 | 4.36 |
| TransMVSNet | 1600 × 1152 | 1152 × 864 | 23,008 | 0.65 |
| Ours | 1600 × 1152 | 1152 × 864 | 23,150 | 1.49 |