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ResearchFormerly WizWand

Open-set knowledge retrieval on KAMEL

16.2Macro EMBM25 + T5 3B
1.0164.9588.912.842Dec 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BM25 + T5 3B#Params=8.5x, C (Text Corpus)=true, Zero-shot=true2022.1216.2
NPM#Params=1.0x, C (Text Corpus)=true, Zero-shot=true2022.1215.6
BM25 + T5#Params=2.2x, C (Text Corpus)=true, Zero-shot=true2022.1213.9
BM25 + GPT-3 175B#Params=500x, C (Text Corpus)=true, Zero-shot=true2022.1212.2
BM25 + OPT 2.7B#Params=7.6x, C (Text Corpus)=true, Zero-shot=true2022.1211.3
BM25 + OPT 13B#Params=37x, C (Text Corpus)=true, Zero-shot=true2022.1210.6
BM25 + GPT-3 13B#Params=37x, C (Text Corpus)=true, Zero-shot=true2022.128.9
BM25 + OPT 6.7B#Params=19x, C (Text Corpus)=true, Zero-shot=true2022.128.2
BM25 + GPT-3 6.7B#Params=19x, C (Text Corpus)=true, Zero-shot=true2022.127
GPT-3 175B#Params=500x, C (Text Corpus)=false, Zero-shot=true2022.126.5
BM25 + GPT-3 2.7B#Params=7.6x, C (Text Corpus)=true, Zero-shot=true2022.125.2
T5 3B#Params=8.5x, C (Text Corpus)=false, Zero-shot=true2022.123.6
OPT 6.7B#Params=19x, C (Text Corpus)=false, Zero-shot=true2022.123.2
OPT 13B#Params=37x, C (Text Corpus)=false, Zero-shot=true2022.122.5
GPT-3 13B#Params=37x, C (Text Corpus)=false, Zero-shot=true2022.122.2
GPT-3 2.7B#Params=7.6x, C (Text Corpus)=false, Zero-shot=true2022.122.1
GPT-3 6.7B#Params=19x, C (Text Corpus)=false, Zero-shot=true2022.122.1
T5#Params=2.2x, C (Text Corpus)=false, Zero-shot=true2022.121.6
OPT 2.7B#Params=7.6x, C (Text Corpus)=false, Zero-shot=true2022.121.6