Multi-source Heterogeneous Transfer on Average NER, RE, ET
74.18PrecisionHeteroFusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HeteroFusionSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 74.18 | 71.31 | |
| FuseLLMSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 64.32 | 60.32 | |
| EMR-MergingSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 62.42 | 52.47 | |
| BreadcrumbsSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 62.13 | 52.65 | |
| Task ArithmeticSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 61.01 | 50.85 | |
| TIES-MergingSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 59.5 | 47.44 | |
| DELLASource Models=Qwen, Mistral, Target Model=Llama2026.04 | 57.59 | 45.48 | |
| DARE (TIES+)Source Models=Qwen, Mistral, Target Model=Llama2026.04 | 57.16 | 45.32 | |
| GACSource Models=Qwen, Mistral, Target Model=Llama2026.04 | 46.96 | 44.12 | |
| UniTESource Models=Qwen, Mistral, Target Model=Llama2026.04 | 46.1 | 42.15 |