| 4method_merge (trec_eval) (paper) |
UTokyo |
0.6934 |
0.6134 |
0.2571 |
| lucerank (trec_eval) |
digsci |
0.6805 |
0.5927 |
0.2435 |
| LAS_con-que-con-nug (trec_eval) (paper) |
ncsu-las |
0.6692 |
0.4861 |
0.1906 |
| hltcoe-searcher (trec_eval) |
hltcoe-rerank |
0.6565 |
0.5786 |
0.2466 |
| qwen_splade (trec_eval) (paper) |
UTokyo |
0.6517 |
0.5291 |
0.2167 |
| hltcoe-fsrrf (trec_eval) |
hltcoe-rerank |
0.6463 |
0.5952 |
0.2597 |
| rag25_test_rankqwen3 (trec_eval) |
coordinators |
0.6462 |
0.5844 |
0.2435 |
| LAS_con-que-sep-nug (trec_eval) (paper) |
ncsu-las |
0.6446 |
0.4382 |
0.1672 |
| ret-gemma (trec_eval) (paper) |
MITLL |
0.6439 |
0.5637 |
0.2374 |
| full-ret (trec_eval) (paper) |
MITLL |
0.6250 |
0.5704 |
0.2456 |
| hltcoe-qwen (trec_eval) |
hltcoe-rerank |
0.6242 |
0.5668 |
0.2422 |
| ret-no-decomp (trec_eval) (paper) |
MITLL |
0.6105 |
0.5426 |
0.2323 |
| ret-no-reranker (trec_eval) (paper) |
MITLL |
0.6048 |
0.5501 |
0.2374 |
| splade-v3-arctic-l (trec_eval) |
coordinators |
0.6009 |
0.5683 |
0.2435 |
| ret-splade-only (trec_eval) (paper) |
MITLL |
0.5957 |
0.5389 |
0.2323 |
| rag25_test_splade-v3 (trec_eval) |
coordinators |
0.5957 |
0.5387 |
0.2321 |
| splade-v3-arctic-m (trec_eval) |
coordinators |
0.5925 |
0.5448 |
0.2326 |
| grilllab-agent-gpt45 (trec_eval) (paper) |
grilllab |
0.5865 |
0.4093 |
0.1539 |
| grilllab-agentic-gpt4 (trec_eval) (paper) |
grilllab |
0.5762 |
0.4155 |
0.1602 |
| LAS_con-que (trec_eval) (paper) |
ncsu-las |
0.5545 |
0.4862 |
0.2072 |
| hltcoe-qwen-jina (trec_eval) |
hltcoe-rerank |
0.5377 |
0.5260 |
0.2298 |
| hltcoe-jina (trec_eval) |
hltcoe-rerank |
0.5360 |
0.5244 |
0.2294 |
| hybrid-rerank (trec_eval) |
clip2025 |
0.5346 |
0.4478 |
0.1841 |
| LAS_sep-que (trec_eval) (paper) |
ncsu-las |
0.5332 |
0.3880 |
0.1550 |
| NITA_R_JH_HY (trec_eval) |
NITATREC |
0.5270 |
0.4067 |
0.1583 |
| RRF_colbert_minlm (trec_eval) |
cfdalab |
0.5262 |
0.2907 |
0.0951 |
| ronly_combined (trec_eval) (paper) |
WaterlooClarke |
0.5193 |
0.3948 |
0.1461 |
| RRF_all (trec_eval) |
cfdalab |
0.5143 |
0.3631 |
0.1381 |
| rag25_test_arctic-m (trec_eval) |
coordinators |
0.5028 |
0.4136 |
0.1681 |
| rag25_test_arctic-l (trec_eval) |
coordinators |
0.4991 |
0.4183 |
0.1646 |
| NITA_R_DPR (trec_eval) |
NITATREC |
0.4864 |
0.3586 |
0.1333 |
| ronly_nuggetizer (trec_eval) (paper) |
WaterlooClarke |
0.4863 |
0.4065 |
0.1584 |
| ronly_auto_selected (trec_eval) (paper) |
WaterlooClarke |
0.4599 |
0.3570 |
0.1342 |
| ronly_garag (trec_eval) (paper) |
WaterlooClarke |
0.4533 |
0.3647 |
0.1391 |
| RRF_minilm_bm25 (trec_eval) |
cfdalab |
0.4454 |
0.3935 |
0.1561 |
| sentence-transformers-all-MiniLM-L6-v2 (trec_eval) |
clip2025 |
0.4029 |
0.3163 |
0.1225 |
| RRF_colert_bm25 (trec_eval) |
cfdalab |
0.3992 |
0.3863 |
0.1584 |
| bm25_NITA_JH (trec_eval) |
NITATREC |
0.3966 |
0.3001 |
0.1120 |
| ronly_auto_plan (trec_eval) (paper) |
WaterlooClarke |
0.3760 |
0.2637 |
0.0996 |
| bm25_rocchio_top100 (trec_eval) |
coordinators |
0.3634 |
0.2831 |
0.1092 |
| Anserini_bm25_only (trec_eval) |
cfdalab |
0.3468 |
0.2900 |
0.1106 |
| anserini_bm25_top100 (trec_eval) |
coordinators |
0.3468 |
0.2900 |
0.1106 |
| uema2lab_rrf_k10 (trec_eval) (paper) |
tus |
0.3410 |
0.1697 |
0.0398 |
| uema2lab_rrf (trec_eval) (paper) |
tus |
0.3219 |
0.1601 |
0.0375 |
| uema2lab_segment (trec_eval) (paper) |
tus |
0.3200 |
0.1592 |
0.0368 |
| uema2lab_narrative (trec_eval) (paper) |
tus |
0.2646 |
0.1311 |
0.0278 |