Scientific Data Compression on 3D BSSN 0.7 GiB/snapshot
3,745Compression Ratio (CR)NEURAL COMPRESSION LORA (CFT)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NEURAL COMPRESSION LORA (CFT)mode=LoRA, training=CFT, Hardware=B300 GPU, rank (r)=162026.04 | 3,745 | 8 | 0.0582 | |
| NEURAL COMPRESSION FT (CFT)mode=Fine-Tuned, training=CFT, Hardware=B300 GPU2026.04 | 471 | 5 | 0.046 | |
| SZ3ABS=1E-032026.04 | 16 | 3.42 | 0.0102 | |
| MGARDHardware=CPU, ABS=1E-032026.04 | 5 | 38.67 | 0.0797 | |
| ZFPTOL=1E-032026.04 | 4 | 2.82 | 0.0127 | |
| BLOSC-2 ZSTD (LOSSY TRUNC=10)mode=ZSTD, status=LOSSY, TRUNC=102026.04 | 2.8 | 37.82 | 0.0393 | |
| BLOSC-2 ZSTD (LOSSLESS)mode=ZSTD, status=LOSSLESS2026.04 | 1.3 | 54.48 | 0 |