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Relation Classification on FewRel 16-way 5-shot

72.45Macro PrecisionLLaMA-3.1 8B
66.615668.130369.64571.1597Apr 21, 2026

Evaluation results

MethodLinks
LLaMA-3.1 8BFeature Representation=Delta_att,h, Shot Setting=16-way 5-shot, Evaluation Protocol=Probing2026.0472.4572.0872.13
LLaMA-3.2 3BFeature Representation=Delta_att,h, Shot Setting=16-way 5-shot, Evaluation Protocol=Probing2026.0470.5669.7570.01
LLaMA-3.2 1BFeature Representation=Delta_att,h, Shot Setting=16-way 5-shot, Evaluation Protocol=Probing2026.0468.0268.1768.03
Qwen3 4BFeature Representation=Delta_att,h, Shot Setting=16-way 5-shot, Evaluation Protocol=Probing2026.0466.8468.166.81