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Freelancer to Job Post Retrieval on Upwork 1 month split (evaluation)

24.2NDCG@10

GraphMatch-full

Updated 1mo ago

Evaluation Results

Method	Links
GraphMatch-full 2025.12		24.2
TextMatch-large 2025.12		22.4
GraphMatch-no-feat 2025.12		22.4
TextMatch-small 2025.12		21.6
GraphMatch-full 2025.12		21.4
GraphMatch-no-feat 2025.12		21.1
GraphMatch-no-text 2025.12		12.8
mxbai-embed-large-v1 2025.12		11.2
snowflake-arctic-embed-l 2025.12		7.4
GraphMatch-no-text 2025.12		7.4