SGPT: GPT Sentence Embeddings for Semantic Search

Benchmark Model Rank Results
biomedical-information-retrieval-on-bioasq-1SGPT-CE-6.1B#2nDCG@10: 0.547
biomedical-information-retrieval-on-bioasq-1SGPT-CE-2.7B#3nDCG@10: 0.546
biomedical-information-retrieval-on-bioasq-1SGPT-BE-5.8B#6nDCG@10: 0.413
biomedical-information-retrieval-on-nfcorpus-1SGPT-BE-5.8B#2nDCG@10: 0.362
biomedical-information-retrieval-on-nfcorpus-1OpenAI Search-Davinci#3nDCG@10: 0.358
biomedical-information-retrieval-on-nfcorpus-1SGPT-CE-6.1B#5nDCG@10: 0.347
biomedical-information-retrieval-on-nfcorpus-1SGPT-CE-2.7B#6nDCG@10: 0.333
biomedical-information-retrieval-on-trec-1SGPT-BE-5.8B#1nDCG@10: 0.873
biomedical-information-retrieval-on-trec-1SGPT-CE-6.1B#3nDCG@10: 0.791
biomedical-information-retrieval-on-trec-1SGPT-CE-2.7B#4nDCG@10: 0.762
fact-checking-on-climate-fever-beirSGPT-BE-5.8B#1nDCG@10: 0.305
fact-checking-on-climate-fever-beirSGPT-CE-6.1B#4nDCG@10: 0.161
fact-checking-on-fever-beirSGPT-BE-5.8B#3nDCG@10: 0.783
fact-checking-on-fever-beirSGPT-CE-6.1B#4nDCG@10: 0.725
fact-checking-on-scifact-beirSGPT-BE-5.8B#2nDCG@10: 0.747
fact-checking-on-scifact-beirSGPT-CE-6.1B#4nDCG@10: 0.682
passage-retrieval-on-msmarco-beirSGPT-BE-5.8B#4nDCG@10: 0.399
passage-retrieval-on-msmarco-beirSGPT-CE-6.1B#9nDCG@10: 0.290
passage-retrieval-on-msmarco-beirSGPT-CE-2.7B#10nDCG@10: 0.278
question-answering-on-fiqa-2018-beirSGPT-CE-6.1B#2nDCG@10: 0.401
question-answering-on-fiqa-2018-beirSGPT-BE-5.8B#3nDCG@10: 0.372
question-answering-on-hotpotqa-beirSGPT-CE-6.1B#3nDCG@10: 0.699
question-answering-on-hotpotqa-beirSGPT-BE-5.8B#4nDCG@10: 0.593
question-answering-on-nq-beirSGPT-BE-5.8B#5nDCG@10: 0.524
question-answering-on-nq-beirSGPT-CE-6.1B#6nDCG@10: 0.401