Planning on Countdown (Score and Inference Speedup)
15.3Score (%)Full
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FullModel=LLaDA-8B, Inference Strategy=Full2026.03 | 15.3 | — | — | — | |
| LSPModel=LLaDA-8B, Inference Strategy=LSP2026.03 | 15.3 | 2.63 | — | — | |
| LSPModel=Dream-7B, Inference Strategy=LSP2026.03 | 15.1 | 2.4 | — | — | |
| FullModel=Dream-7B, Inference Strategy=Full2026.03 | 14.6 | — | — | — | |
| Full-step decodingModel=LLaDA-8B-Instruct, Decoding Strategy=Full-step, Evaluation Setting=8-shot2025.08 | — | — | 15.3 | — | |
| Full-step decodingModel=Dream-7B-Instruct, Decoding Strategy=Full-step, Evaluation Setting=8-shot2025.08 | — | — | 14.6 | — | |
| ProphetModel=LLaDA-8B-Instruct, Decoding Strategy=Prophet, Evaluation Setting=8-shot2025.08 | — | 2.67 | 15.3 | 0 | |
| ProphetModel=Dream-7B-Instruct, Decoding Strategy=Prophet, Evaluation Setting=8-shot2025.08 | — | 2.37 | 14.6 | 0 |