| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| OPT | Processing Time (s)4.8 | 46 | 3mo ago | ||
| LLAMA | Processing Time (hr)0.25 | 30 | 3mo ago | ||
| OPT v1 (train) | Processing Time (min)0.08 | 23 | 3mo ago | ||
| LLAMA v1 (train) | Processing Time (hr)0.25 | 15 | 3mo ago | ||
| Funnel distribution Neal's two-dimensional | WFR | MMD0.0257 | 6 | 2mo ago | |
| Checkers distribution | MSIP | MMD0.068 | 6 | 2mo ago | |
| Rings distribution | MSIP | MMD0.0815 | 6 | 2mo ago | |
| Industrial Dataset | RQ-VAE | CUR8.02 | 5 | 1mo ago | |
| LLaMA3-8B | SingleQuant | Averaged Quantization Time (s)27 | 4 | 3mo ago | |
| LLaMA2-13B | SingleQuant | Averaged Quantization Time (s)37 | 4 | 3mo ago | |
| LLaMA2-7B | SingleQuant | Averaged Quantization Time (s)24 | 4 | 3mo ago |
