Legal Task on ContractNLI
79.9PerformanceNTK-Selector
Evaluation Results
| Method | Links | |
|---|---|---|
| NTK-SelectorModel=QWEN3-8B2025.11 | 79.9 | |
| TSDSModel=QWEN3-8B2025.11 | 79.8 | |
| EmbeddingModel=QWEN3-8B2025.11 | 79.3 | |
| DSIRModel=QWEN3-8B2025.11 | 78.8 | |
| LESSModel=QWEN3-8B2025.11 | 78.6 | |
| RandomModel=QWEN3-8B2025.11 | 77.3 | |
| Domain-OnlyModel=QWEN3-8B2025.11 | 76.7 | |
| GradientModel=QWEN3-8B2025.11 | 75.2 | |
| BaseModel=QWEN3-8B2025.11 | 73.8 | |
| NTK-SelectorModel=LLAMA3-8B-INSTRUCT2025.11 | 70.6 | |
| TSDSModel=LLAMA3-8B-INSTRUCT2025.11 | 68.9 | |
| LESSModel=LLAMA3-8B-INSTRUCT2025.11 | 67.8 | |
| EmbeddingModel=LLAMA3-8B-INSTRUCT2025.11 | 67.7 | |
| RandomModel=LLAMA3-8B-INSTRUCT2025.11 | 66.5 | |
| DSIRModel=LLAMA3-8B-INSTRUCT2025.11 | 64.5 | |
| GradientModel=LLAMA3-8B-INSTRUCT2025.11 | 61.6 | |
| BaseModel=LLAMA3-8B-INSTRUCT2025.11 | 59.9 | |
| Domain-OnlyModel=LLAMA3-8B-INSTRUCT2025.11 | 41.1 |