General Question Answering on NQ
46.08EMDynamic Collaboration Framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dynamic Collaboration FrameworkSLM=Qwen3-8B2026.04 | 46.08 | 78.51 | |
| Dynamic Collaboration FrameworkSLM=Llama-3.1-8B2026.04 | 43.15 | 77.75 | |
| CoTSLM=Qwen3-235B2026.04 | 40.91 | 75.89 | |
| Dynamic Collaboration FrameworkSLM=Llama-3.2-3B2026.04 | 40.62 | 76.47 | |
| Dynamic Collaboration FrameworkSLM=Qwen3-4B2026.04 | 39.42 | 76.43 | |
| Direct InferSLM=Qwen3-235B2026.04 | 36.94 | 71.66 | |
| CoTSLM=Llama-3.1-8B2026.04 | 28 | 65.37 | |
| CoTSLM=Qwen3-8B2026.04 | 24.48 | 66.6 | |
| CoTSLM=Llama-3.2-3B2026.04 | 19.61 | 59.04 | |
| CoTSLM=Qwen3-4B2026.04 | 18.87 | 63.94 |