S

Splade V3 Doc

Developed by naver
SPLADE-v3-Doc is the document version of the SPLADE model, focusing on document-side inference and suitable for scenarios such as information retrieval.
Downloads 2,223
Release Time : 3/8/2024

Model Overview

SPLADE-v3-Doc is the document version of the SPLADE model. It does not perform inference on the query side and is mainly used for document retrieval and information retrieval tasks.

Model Features

High-performance Retrieval
It performs excellently on the MS MARCO dev and BEIR - 13 datasets, with MRR@10 and avg nDCG@10 reaching 37.8 and 47.0 respectively.
Document-side Inference
It focuses on document-side inference and does not perform inference on the query side, suitable for large-scale document retrieval scenarios.

Model Capabilities

Document Retrieval
Information Retrieval

Use Cases

Information Retrieval
Large-scale Document Retrieval
Suitable for scenarios that require efficient retrieval of large-scale documents, such as search engines and knowledge base retrieval.
It performs excellently on the MS MARCO dev and BEIR - 13 datasets.
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