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Benchmarks
Scientific Document Retrieval on LongEval-Sci Task 1 (DCTR) (Snapshot 3)
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0.18
ARP (nDCG@10)
custom-lexical-FT-T
0.1228
0.13765
0.1525
0.16735
Jul 5, 2026
ARP (nDCG@10)
RC (nDCG@10)
DRI (nDCG@10)
Updated 18d ago
Evaluation Results
Method
Method
Links
ARP (nDCG@10)
RC (nDCG@10)
DRI (nDCG@10)
custom-lexical-FT-T
Explicit structure=FT...
2026.07
0.18
0.368
-0.23
custom-lexicalft-tc
Explicit structure=FT...
2026.07
0.18
0.368
-0.23
custom-lexical-FT
Explicit structure=BM2...
2026.07
0.153
0.445
-0.071
bm25-ft-additive
Explicit structure=FT...
2026.07
0.153
0.446
-0.07
bm25-ft-router
Explicit structure=FT...
2026.07
0.153
0.446
-0.07
baseline-bm25
Explicit structure=BM2...
2026.07
0.14
0.481
0
baseline-qwen3-4b
Explicit structure=Qwe...
2026.07
0.125
0.452
-0.047
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