| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Held-out (test) | Khisti NDE | Average Block Efficiency6.84 | 24 | 1mo ago | |
| Average across models (Qwen, Gemma, Llama) (test) | SpecInfer NDE | Throughput (tokens/s)16.69 | 6 | 1mo ago | |
| Llama (test) | Traversal | Throughput (tokens/s)14.77 | 6 | 1mo ago | |
| Gemma (test) | SpecInfer NDE | Throughput (tokens/s)13.26 | 6 | 1mo ago | |
| Qwen (test) | SpecInfer NDE | Throughput (tokens/s)22.54 | 6 | 1mo ago | |
| Llama (held-out test) | NaiveTree NDE | Throughput Ratio Improvement1.21 | 5 | 1mo ago | |
| Gemma held-out (test) | Khisti NDE | Throughput Ratio Improvement2.17 | 5 | 1mo ago | |
| Qwen held-out (test) | NaiveTree NDE | Throughput Ratio Improvement1.31 | 5 | 1mo ago |
