Question Answering on PrivQA Average
43.11Exact Match (EM)Dynamic Collaboration Framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dynamic Collaboration FrameworkSLM=Qwen3-8B2026.04 | 43.11 | 75.55 | |
| CoTSLM=Qwen3-235B2026.04 | 42.5 | 74.54 | |
| Dynamic Collaboration FrameworkSLM=Llama-3.1-8B2026.04 | 38.92 | 73.37 | |
| Dynamic Collaboration FrameworkSLM=Qwen3-4B2026.04 | 38.34 | 73.51 | |
| Direct InferSLM=Qwen3-235B2026.04 | 36.96 | 70.54 | |
| Dynamic Collaboration FrameworkSLM=Llama-3.2-3B2026.04 | 35.86 | 71.42 | |
| CoTSLM=Qwen3-8B2026.04 | 25.77 | 64.73 | |
| CoTSLM=Llama-3.1-8B2026.04 | 24.38 | 60.86 | |
| CoTSLM=Qwen3-4B2026.04 | 20.96 | 62.58 | |
| CoTSLM=Llama-3.2-3B2026.04 | 17.74 | 56.49 |