Spectral Inference on Diffusion-model random-feature matrix
32.2Process Time (sec)Direct eigendecomposition
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Direct eigendecompositionSize n=2^2K2026.05 | 32.2 | — | — | — | — | — | — | |
| Free Decompression (FD)Size n=2^2K2026.05 | 32.2 | 0.01 | 0.01 | 0.01 | 0.01 | 0.1 | 0.2 | |
| Free Decompression (FD)Size n=2^3K2026.05 | 32.2 | 0.22 | 0.08 | 0.02 | 0.03 | 0.2 | 0.5 | |
| Free Decompression (FD)Size n=2^4K2026.05 | 32.2 | 0.43 | 0.12 | 0.01 | 0 | 0.2 | 0.2 | |
| Free Decompression (FD)Size n=2^5K2026.05 | 32.2 | 0.7 | 0.15 | 0.05 | 0.08 | 0.4 | 0.8 | |
| Free Decompression (FD)Size n=2^6K2026.05 | 32.2 | 2.19 | 0.53 | 0.08 | 0.09 | 0.4 | 1.2 | |
| Direct eigendecompositionSize n=2^3K2026.05 | 431.43 | — | — | — | — | — | — | |
| Direct eigendecompositionSize n=2^4K2026.05 | 3,534.5 | — | — | — | — | — | — | |
| Direct eigendecompositionSize n=2^5K2026.05 | 27,056.2 | — | — | — | — | — | — | |
| Direct eigendecompositionSize n=2^6K2026.05 | 192,447.7 | — | — | — | — | — | — |