Scientific Document Retrieval on LongEval-Sci Task 1 (DCTR) (Snapshot 3)
0.18ARP (nDCG@10)custom-lexical-FT-T
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| custom-lexical-FT-TExplicit structure=FT BM25, temporal integration2026.07 | 0.18 | 0.368 | -0.23 | |
| custom-lexicalft-tcExplicit structure=FT BM25, temporal+citations2026.07 | 0.18 | 0.368 | -0.23 | |
| custom-lexical-FTExplicit structure=BM25 over FT2026.07 | 0.153 | 0.445 | -0.071 | |
| bm25-ft-additiveExplicit structure=FT BM25, additive integration2026.07 | 0.153 | 0.446 | -0.07 | |
| bm25-ft-routerExplicit structure=FT BM25, router integration2026.07 | 0.153 | 0.446 | -0.07 | |
| baseline-bm25Explicit structure=BM25 over TA2026.07 | 0.14 | 0.481 | 0 | |
| baseline-qwen3-4bExplicit structure=Qwen3 dense over TA2026.07 | 0.125 | 0.452 | -0.047 |