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Benchmarks
Passage Reranking on TREC-DL 20
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71.8
nDCG@10
RankFlow
47.0064
53.4432
59.88
66.3168
Feb 2, 2025
nDCG@10
nDCG@1
nDCG@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
nDCG@10
nDCG@1
nDCG@5
RankFlow
LLM=GPT-4, Supervision...
2025.02
71.8
82.41
75.68
RankZephyr
LLM=Zephyr (7B), Super...
2025.02
70.86
-
-
PRP
LLM=FLAN-UL2 (20B), Su...
2025.02
70.46
85.8
75.35
RankGPT-4
LLM=GPT-4, Supervision...
2025.02
70.14
79.73
73.15
RankT5
LLM=T5 (3B), Supervisi...
2025.02
69.49
80.86
72.99
monoT5
LLM=T5 (3B), Supervisi...
2025.02
68.89
80.25
72.32
RG
LLM=FLAN-UL2 (20B), Su...
2025.02
65.39
75.62
66.85
BM25
LLM=-
2025.02
47.96
57.72
50.67
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