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Models/monoT5-3B

monoT5-3B

Reported on 9 benchmarks across 3 tasks · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Question AnsweringonHotpotQA (BEIR)
nDCG@10· 2022-06-06
0.759
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873
Question AnsweringonNQ (BEIR)
nDCG@10· 2022-06-06
0.633
best: 0.67 (Blended RAG)
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873
Question AnsweringonFiQA-2018 (BEIR)
nDCG@10· 2022-06-06
0.513
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873

Medical3 results

Biomedical Information RetrievalonNFCorpus (BEIR)
nDCG@10· 2022-06-06
0.383
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873
Biomedical Information RetrievalonBioASQ (BEIR)
nDCG@10· 2022-06-06
0.579
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873
Biomedical Information RetrievalonTREC-COVID (BEIR)
nDCG@10· 2022-06-06
0.795
best: 0.873 (SGPT-BE-5.8B)
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873

Miscellaneous3 results

Fact CheckingonFEVER (BEIR)
nDCG@10· 2022-06-06
0.849
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873
Fact CheckingonSciFact (BEIR)
nDCG@10· 2022-06-06
0.777
SOTA
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873
Fact CheckingonCLIMATE-FEVER (BEIR)
nDCG@10· 2022-06-06
0.28
best: 0.305 (SGPT-BE-5.8B)
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval arXiv:2206.02873