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Semantic Similarity research benchmarks – Page 2 · SOTA2 Research

Semantic Similarity

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

New Zealand English (NZE) hypocoristic word pairs (beehive-government)

0.962Cosine Similarity

6

Apr 20, 2026

New Zealand English (NZE) hypocoristic word pairs (bach-crib)

0.984Cosine Similarity

6

Apr 20, 2026

67.03Semantic Consistency (spring)

5

Feb 26, 2026

procedural skills models Expert baselines vs. Raw TMKs n=23

0.85Overall Mean Similarity

3

Apr 21, 2026

Simulated Music Recommendation Conversations

0.968BertScore F1

3

Feb 26, 2026

83Similarity

2

Feb 26, 2026

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New Zealand English (NZE) hypocoristic word pairs Semantic Similarity SICK QQP Wiki

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