2D image reconstruction on Natural images (test)
26.69PSNRGau
Evaluation Results
| Method | Links | |
|---|---|---|
| GauEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=2.012022.05 | 26.69 | |
| GauEncoding type=complex positional encoding with closed-form solution, No. of params (memory)=196, 608 (0.79M), Time (s)=0.182022.05 | 26.69 | |
| TriEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.482022.05 | 26.65 | |
| RFFEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.622022.05 | 26.58 | |
| TriEncoding type=complex positional encoding with closed-form solution, No. of params (memory)=196, 608 (0.79M), Time (s)=0.032022.05 | 26.36 | |
| GauEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=23.122022.05 | 26.17 | |
| LinFEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.592022.05 | 26.12 | |
| LogFEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.672022.05 | 26.11 | |
| TriEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.982022.05 | 25.96 | |
| RFFEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.552022.05 | 24.34 | |
| LogFEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.852022.05 | 23.55 | |
| LinFEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.932022.05 | 19.73 |