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Multi-task Embedding Performance on 38 datasets (Total)

49.78Avg ScoreEmbedding Model (EM)
-7.2127.58422.3837.176Jun 21, 2025

Evaluation results

MethodLinks
Embedding Model (EM)Specialization Approach=non-specialized2025.0649.78
MoTESpecialization Approach=task-specialized expert architecture2025.063.23
Instruction-Conditioning (IC)Specialization Approach=instruction-based2025.062.35
Specialized Embedding Models (SEM)Specialization Approach=independently trained per task2025.06-5.02