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ResearchFormerly WizWand

Legal Task on ContractNLI

79.9PerformanceNTK-Selector
39.54850.02460.570.976Nov 10, 2025
Updated 4mo ago

Evaluation results

MethodLinks
NTK-SelectorModel=QWEN3-8B2025.1179.9
TSDSModel=QWEN3-8B2025.1179.8
EmbeddingModel=QWEN3-8B2025.1179.3
DSIRModel=QWEN3-8B2025.1178.8
LESSModel=QWEN3-8B2025.1178.6
RandomModel=QWEN3-8B2025.1177.3
Domain-OnlyModel=QWEN3-8B2025.1176.7
GradientModel=QWEN3-8B2025.1175.2
BaseModel=QWEN3-8B2025.1173.8
NTK-SelectorModel=LLAMA3-8B-INSTRUCT2025.1170.6
TSDSModel=LLAMA3-8B-INSTRUCT2025.1168.9
LESSModel=LLAMA3-8B-INSTRUCT2025.1167.8
EmbeddingModel=LLAMA3-8B-INSTRUCT2025.1167.7
RandomModel=LLAMA3-8B-INSTRUCT2025.1166.5
DSIRModel=LLAMA3-8B-INSTRUCT2025.1164.5
GradientModel=LLAMA3-8B-INSTRUCT2025.1161.6
BaseModel=LLAMA3-8B-INSTRUCT2025.1159.9
Domain-OnlyModel=LLAMA3-8B-INSTRUCT2025.1141.1