HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

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HyperAI초신경

Passage Retrieval On Msmarco Beir

평가 지표

nDCG@10

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	nDCG@10	Paper Title	Repository
ColBERT	0.401	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
BM25	0.228	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SPARTA	0.351	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
BM25+CE	0.413	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
docT5query	0.338	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
ANCE	0.388	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
SGPT-CE-6.1B	0.290	SGPT: GPT Sentence Embeddings for Semantic Search
SGPT-BE-5.8B	0.399	SGPT: GPT Sentence Embeddings for Semantic Search
SGPT-CE-2.7B	0.278	SGPT: GPT Sentence Embeddings for Semantic Search
DeepCT	0.296	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
TAS-b	0.408	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
DPR	0.177	BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

0 of 12 row(s) selected.

Passage Retrieval On Msmarco Beir | SOTA | HyperAI초신경