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Benchmarks
Passage Reranking on TREC-DL 19
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76.65
nDCG@10
RankFlow
49.5372
56.5761
63.615
70.6539
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
76.65
83.33
79.44
RankGPT-4
LLM=GPT-4, Supervision...
2025.02
74.89
80.62
77.83
RankZephyr
LLM=Zephyr (7B), Super...
2025.02
74.2
-
-
PRP
LLM=FLAN-UL2 (20B), Su...
2025.02
72.65
78.29
75.49
monoT5
LLM=T5 (3B), Supervisi...
2025.02
71.83
79.04
73.74
RankT5
LLM=T5 (3B), Supervisi...
2025.02
71.22
77.38
73.94
RG
LLM=FLAN-UL2 (20B), Su...
2025.02
64.61
70.93
66.81
BM25
LLM=-
2025.02
50.58
54.26
52.78
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