Freelancer to Job Post Retrieval on Upwork 1 month split (evaluation)
24.2NDCG@10GraphMatch-full
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphMatch-fullAdv Neg=true2025.12 | 24.2 | |
| TextMatch-largeParameters=330M2025.12 | 22.4 | |
| GraphMatch-no-featAdv Neg=true2025.12 | 22.4 | |
| TextMatch-smallParameters=33M2025.12 | 21.6 | |
| GraphMatch-fullAdv Neg=false2025.12 | 21.4 | |
| GraphMatch-no-featAdv Neg=false2025.12 | 21.1 | |
| GraphMatch-no-textAdv Neg=true2025.12 | 12.8 | |
| mxbai-embed-large-v12025.12 | 11.2 | |
| snowflake-arctic-embed-l2025.12 | 7.4 | |
| GraphMatch-no-textAdv Neg=false2025.12 | 7.4 |