Compression on Velocity field dataset 1,000 samples
32.47PSNR (dB)SIREN auto-decoder
Evaluation results
| Method | Links | |
|---|---|---|
| SIREN auto-decoderRepresentation=256-dim latent, Storage per Sample=256 floats2026.03 | 32.47 | |
| COINRepresentation=Separate MLP, Storage per Sample=50K params2026.03 | 30 | |
| InversionNetRepresentation=CNN features, Storage per Sample=1,024 features2026.03 | 29 | |
| JPEG2000Representation=Wavelet-based, Storage per Sample=500 bytes2026.03 | 28 |