Document Retrieval on NFCorpus BEIR (nDCG@10, Δ nDCG@10)
1.63Delta nDCG@10SOFTCENTROID
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SC2026.05 | 1.63 | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SC2026.05 | 1.52 | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SC2026.05 | 1.31 | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SC2026.05 | 1.3 | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SCK5,α.352026.05 | 1.26 | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SCK5,α.352026.05 | 0.98 | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SCK5,α.352026.05 | 0.97 | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SCK5,α.352026.05 | 0.83 | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SCK102026.05 | 0.81 | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SC2026.05 | 0.59 | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SCK102026.05 | 0.57 | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SCK102026.05 | 0.57 | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SCK5,α.352026.05 | 0.52 | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SCK102026.05 | 0.37 | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SCK102026.05 | 0.3 | — | |
| bge-large-en-v1.5 (335M)Variant=base2026.05 | — | 38.07 | |
| e5-base-v2Variant=base2026.05 | — | 35.47 | |
| e5-large-v2 (335M)Variant=base2026.05 | — | 37.29 | |
| e5-small-v2 (33M)Variant=base2026.05 | — | 32.45 | |
| gte-base-en-v1.5Variant=base2026.05 | — | 37.91 |