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Adversarial Attack on Skill Ranking Evaluation Set (test)

34.29Top-3 Success RateGradient Based Attack
15.965220.722625.4830.2374May 12, 2026

Evaluation results

MethodLinks
Gradient Based AttackSource Model=BAAI/bge-small-en-v1.5, Target Model=BAAI/bge-small-en-v1.5, Transfer Status=without transferring2026.0534.294058.1
Gradient Based AttackSource Model=BAAI/bge-base-en-v1.5, Target Model=BAAI/bge-base-en-v1.5, Transfer Status=without transferring2026.0528.5738.159.05
Gradient Based AttackSource Model=BAAI/bge-base-en-v1.5, Target Model=OpenAI/text-embedding-3-small, Transfer Status=with transferring2026.0526.2531.2562.5
Gradient Based AttackSource Model=BAAI/bge-small-en-v1.5, Target Model=OpenAI/text-embedding-3-small, Transfer Status=with transferring2026.0521.930.4858.1
Gradient Based AttackSource Model=BAAI/bge-base-en-v1.5, Target Model=BAAI/bge-small-en-v1.5, Transfer Status=with transferring2026.0517.1427.6249.52
Gradient Based AttackSource Model=BAAI/bge-small-en-v1.5, Target Model=BAAI/bge-base-en-v1.5, Transfer Status=with transferring2026.0516.6726.6750