Document Retrieval on SciFact BEIR
0.8Delta nDCG@10SOFTCENTROID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SCK5,α.352026.05 | 0.8 | — | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SCK102026.05 | 0.78 | — | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SCK102026.05 | 0.61 | — | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SC2026.05 | 0.61 | — | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SC2026.05 | 0.52 | — | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SC2026.05 | 0.37 | — | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SCK102026.05 | 0.36 | — | — | |
| SOFTCENTROIDBackbone=gte-base-en-v1.5, Variant=SC2026.05 | 0.35 | — | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SCK5,α.352026.05 | 0.33 | — | — | |
| SOFTCENTROIDBackbone=e5-large-v2 (335M), Variant=SCK102026.05 | 0.31 | — | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SCK102026.05 | 0.31 | — | — | |
| SOFTCENTROIDBackbone=e5-small-v2 (33M), Variant=SCK5,α.352026.05 | 0.25 | — | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SC2026.05 | 0.22 | — | — | |
| SOFTCENTROIDBackbone=e5-base-v2, Variant=SCK5,α.352026.05 | 0.21 | — | — | |
| SOFTCENTROIDBackbone=bge-large-en-v1.5 (335M), Variant=SCK5,α.352026.05 | 0.19 | — | — | |
| q-logN=5,183, htok=—, qopt=1.10, Display=control2026.05 | 0.006 | 65.6 | — | |
| bge-large-en-v1.5 (335M)Variant=base2026.05 | — | 74.57 | — | |
| BM25N=5,183, htok=—, qopt=1.10, Display=control2026.05 | — | 66.2 | — | |
| e5-base-v2Variant=base2026.05 | — | 72.04 | — | |
| e5-large-v2 (335M)Variant=base2026.05 | — | 72.17 | — | |
| e5-small-v2 (33M)Variant=base2026.05 | — | 68.54 | — | |
| gte-base-en-v1.5Variant=base2026.05 | — | 76.19 | — |