Document Retrieval on FiQA BEIR 2018
1.36Delta nDCG@10SOFTCENTROID
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SCK102026.05 | 1.36 | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SCK102026.05 | 0.91 | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SCK102026.05 | 0.66 | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SC2026.05 | 0.6 | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SCK5,α.352026.05 | 0.58 | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SC2026.05 | 0.47 | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SCK102026.05 | 0.44 | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SC2026.05 | 0.42 | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SCK102026.05 | 0.41 | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SCK5,α.352026.05 | 0.4 | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SCK5,α.352026.05 | 0.39 | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SCK5,α.352026.05 | 0.38 | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SCK5,α.352026.05 | 0.12 | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SC2026.05 | 0.1 | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SC2026.05 | 0.04 | — | |
| bge-large-en-v1.5 (335M)Variant=base2026.05 | — | 44.94 | |
| e5-base-v2Variant=base2026.05 | — | 39.85 | |
| e5-large-v2 (335M)Variant=base2026.05 | — | 41.19 | |
| e5-small-v2 (33M)Variant=base2026.05 | — | 37.5 | |
| gte-base-en-v1.5Variant=base2026.05 | — | 40.71 |