Financial Task on TFNS
73.3PerformanceNTK-Selector
Evaluation Results
| Method | Links | |
|---|---|---|
| NTK-SelectorModel=LLAMA3-8B-INSTRUCT2025.11 | 73.3 | |
| NTK-SelectorModel=QWEN3-8B2025.11 | 72.2 | |
| Domain-OnlyModel=QWEN3-8B2025.11 | 72 | |
| RandomModel=QWEN3-8B2025.11 | 71.9 | |
| EmbeddingModel=LLAMA3-8B-INSTRUCT2025.11 | 71.4 | |
| DSIRModel=LLAMA3-8B-INSTRUCT2025.11 | 71.2 | |
| TSDSModel=LLAMA3-8B-INSTRUCT2025.11 | 71.2 | |
| RandomModel=LLAMA3-8B-INSTRUCT2025.11 | 70.7 | |
| LESSModel=LLAMA3-8B-INSTRUCT2025.11 | 70.7 | |
| BaseModel=QWEN3-8B2025.11 | 70.2 | |
| LESSModel=QWEN3-8B2025.11 | 69.8 | |
| Domain-OnlyModel=LLAMA3-8B-INSTRUCT2025.11 | 69.3 | |
| DSIRModel=QWEN3-8B2025.11 | 69.2 | |
| GradientModel=LLAMA3-8B-INSTRUCT2025.11 | 68.9 | |
| TSDSModel=QWEN3-8B2025.11 | 68.1 | |
| GradientModel=QWEN3-8B2025.11 | 67.9 | |
| EmbeddingModel=QWEN3-8B2025.11 | 66.7 | |
| BaseModel=LLAMA3-8B-INSTRUCT2025.11 | 57.2 |