Compressible Navier-Stokes (Comp-2D) on VICON (test)
0Base LossOrigin
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OriginVICON ratio=1, Size=87.8M2026.05 | 0 | 0 | |
| OriginCompression Ratio=1, Model Size=87.8M2026.05 | 0 | 0 | |
| Ours*VICON ratio=0.8, Size=70.3M2026.05 | 0.75 | 0.85 | |
| OursVICON ratio=0.8, Size=70.3M2026.05 | 6.17 | 5.4 | |
| OursVICON ratio=0.6, Size=52.8M2026.05 | 16.54 | 3.82 | |
| SAFE-SVDCompression Ratio=0.6, Model Size=52.8M2026.05 | 16.54 | 3.82 | |
| Ours*VICON ratio=0.6, Size=52.8M2026.05 | 18.05 | 10.86 | |
| SAFE-SVD*Compression Ratio=0.6, Model Size=52.8M2026.05 | 18.05 | 10.86 | |
| SAES-SVDVICON ratio=0.8, Size=70.3M2026.05 | 52.18 | 19.86 | |
| SVD-LLM V2VICON ratio=0.8, Size=70.2M2026.05 | 65.11 | 22.19 | |
| Ours*VICON ratio=0.4, Size=35.3M2026.05 | 81.8 | 29.87 | |
| SAFE-SVD*Compression Ratio=0.4, Model Size=35.3M2026.05 | 81.8 | 29.87 | |
| OursVICON ratio=0.4, Size=35.3M2026.05 | 127.4 | 26.4 | |
| SAFE-SVDCompression Ratio=0.4, Model Size=35.3M2026.05 | 127.4 | 26.4 | |
| SAES-SVDVICON ratio=0.6, Size=52.7M2026.05 | 144.7 | 33.7 | |
| SAES-SVDCompression Ratio=0.6, Model Size=52.7M2026.05 | 144.7 | 33.7 | |
| SVD-LLM V2VICON ratio=0.6, Size=52.7M2026.05 | 260 | 60 | |
| SVD-LLM V2Compression Ratio=0.6, Model Size=52.7M2026.05 | 260 | 60 | |
| Dobi-SVDVICON ratio=0.8, Size=69.1M2026.05 | 277.9 | 230.4 | |
| SAES-SVDVICON ratio=0.4, Size=35.2M2026.05 | 609.3 | 74.1 | |
| SAES-SVDCompression Ratio=0.4, Model Size=35.2M2026.05 | 609.3 | 74.1 | |
| Dobi-SVDVICON ratio=0.6, Size=52.9M2026.05 | 757.4 | 260.1 | |
| Dobi-SVDCompression Ratio=0.6, Model Size=52.9M2026.05 | 757.4 | 260.1 | |
| Ours*VICON ratio=0.2, Size=17.8M2026.05 | 927.2 | 116.8 | |
| SAFE-SVD*Compression Ratio=0.2, Model Size=17.8M2026.05 | 927.2 | 116.8 | |
| OursVICON ratio=0.2, Size=17.8M2026.05 | 1,051 | 99.28 | |
| SAFE-SVDCompression Ratio=0.2, Model Size=17.8M2026.05 | 1,051 | 99.28 | |
| Dobi-SVDVICON ratio=0.4, Size=37.0M2026.05 | 1,795 | 285.9 | |
| Dobi-SVDCompression Ratio=0.4, Model Size=37.0M2026.05 | 1,795 | 285.9 | |
| SVD-LLM V2VICON ratio=0.4, Size=35.7M2026.05 | 2,152 | 163.9 | |
| SVD-LLM V2Compression Ratio=0.4, Model Size=35.7M2026.05 | 2,152 | 163.9 | |
| FWSVDVICON ratio=0.8, Size=70.3M2026.05 | 2,859 | 748.3 | |
| SAES-SVDVICON ratio=0.2, Size=17.7M2026.05 | 2,952 | 169.7 | |
| SAES-SVDCompression Ratio=0.2, Model Size=17.7M2026.05 | 2,952 | 169.7 | |
| Dobi-SVDVICON ratio=0.2, Size=20.2M2026.05 | 4,929 | 358.1 | |
| Dobi-SVDCompression Ratio=0.2, Model Size=20.2M2026.05 | 4,929 | 358.1 | |
| FWSVDVICON ratio=0.6, Size=52.7M2026.05 | 7,885 | 947.6 | |
| FWSVDCompression Ratio=0.6, Model Size=52.7M2026.05 | 7,885 | 947.6 | |
| ASVDVICON ratio=0.8, Size=70.1M2026.05 | 14,247 | 317.2 | |
| SVD-LLM V2VICON ratio=0.2, Size=18.3M2026.05 | 16,822 | 399.9 | |
| SVD-LLM V2Compression Ratio=0.2, Model Size=18.3M2026.05 | 16,822 | 399.9 | |
| FWSVDVICON ratio=0.4, Size=35.2M2026.05 | 22,440 | 1,155 | |
| FWSVDCompression Ratio=0.4, Model Size=35.2M2026.05 | 22,440 | 1,155 | |
| ASVDVICON ratio=0.6, Size=52.4M2026.05 | 41,318 | 1,394 | |
| ASVDCompression Ratio=0.6, Model Size=52.4M2026.05 | 41,318 | 1,394 | |
| FWSVDVICON ratio=0.2, Size=17.7M2026.05 | 43,908 | 1,232 | |
| FWSVDCompression Ratio=0.2, Model Size=17.7M2026.05 | 43,908 | 1,232 | |
| ASVDVICON ratio=0.4, Size=33.5M2026.05 | 46,290 | 1,382 | |
| ASVDCompression Ratio=0.4, Model Size=33.5M2026.05 | 46,290 | 1,382 | |
| ASVDVICON ratio=0.2, Size=16.5M2026.05 | 48,919 | 1,392 | |
| ASVDCompression Ratio=0.2, Model Size=16.5M2026.05 | 48,919 | 1,392 |