Scientific Document Retrieval on LongEval-Sci Task 1 (DCTR) (Snapshot 1)
28.5ARP (nDCG@10)custom-lexical-FT-T
Evaluation results
| Method | Links | |
|---|---|---|
| custom-lexical-FT-TExplicit structure=FT BM25, temporal integration2026.07 | 28.5 | |
| custom-lexicalft-tcExplicit structure=FT BM25, temporal+citations2026.07 | 28.5 | |
| bm25-ft-additiveExplicit structure=FT BM25, additive integration2026.07 | 27.6 | |
| bm25-ft-routerExplicit structure=FT BM25, router integration2026.07 | 27.6 | |
| custom-lexical-FTExplicit structure=BM25 over FT2026.07 | 27.5 | |
| baseline-bm25Explicit structure=BM25 over TA2026.07 | 27 | |
| baseline-qwen3-4bExplicit structure=Qwen3 dense over TA2026.07 | 22.8 |