Temporal trend recovery on Migrant Fine-grained trends (decade-level)
0.68Pearson Correlation CoefficientDSL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DSLtype=soft-label ensemble2025.09 | 0.68 | 0.67 | 0.04 | |
| Llama-3.3-70B2025.09 | 0.64 | 0.58 | 0.09 | |
| Majority vote ensemble2025.09 | 0.64 | 0.67 | 0.1 | |
| Llama-4-Scout2025.09 | 0.58 | 0.58 | 0.07 | |
| GPT-52025.09 | 0.56 | 0.5 | 0.08 | |
| DSLBackbone=Llama-3.3-70B2025.09 | 0.5 | 0.49 | 0.07 | |
| gpt-oss-120B2025.09 | 0.44 | 0.52 | 0.1 | |
| Qwen-2.52025.09 | 0.36 | 0.38 | 0.11 |