nq.retromae.flex – Dataset by pyterrier | AlphaNeural AI

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pyterrier/
nq.retromae.flex

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pyterrier-artifact

pyterrier-artifact.dense_index

pyterrier-artifact.dense_index.flex

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	nq.retromae.flex




	
	Description

RetroMAE index for NQ

Usage

Load the artifact

import pyterrier_alpha as pta artifact = pta.Artifact.from_hf('pyterrier/nq.retromae.flex') artifact.np_retriever()

Benchmarks

nq

name nDCG@10 R@1000

np (flat) 0.5257 0.9718

Reproduction

import pyterrier as pt from tqdm import tqdm import ir_datasets from pyterrier_dr import FlexIndex, RetroMAE pipeline = RetroMAE.msmarco_distill() >>… See the full description on the dataset page: https://huggingface.co/datasets/pyterrier/nq.retromae.flex.