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Embedding Compatibility Assessment research benchmarks · SOTA2 Research

Embedding Compatibility Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CEFR-SP B1,B2 (train)

all-MiniLM-L6-v2

0.799Compatibility Score

4

Feb 26, 2026

CEFR-SP A2,B2 (train)

all-MiniLM-L6-v2

85.99Compatibility Score

4

Feb 26, 2026

CEFR-SP A2,B1 (train)

all-MiniLM-L6-v2

41.83Compatibility Score

4

Feb 26, 2026

CEFR-SP A1,B2 (train)

all-MiniLM-L6-v2

93.08Compatibility Score

4

Feb 26, 2026

CEFR-SP A1,B1 (train)

all-MiniLM-L6-v2

0.574Compatibility Score

4

Feb 26, 2026

CEFR-SP (A1,A2) (train)

all-MiniLM-L6-v2

32.27Compatibility Score

4

Feb 26, 2026

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