Chain-of-Skills

Reported on 6 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing6 results

Question AnsweringonHotpotQA
JOINT-EM· 2023-05-04
0.457
best: 0.505 (Beam Retrieval)
SOTA
Chain-of-Skills: A Configurable Model for Open-domain Question Answering arXiv:2305.03130
Question AnsweringonHotpotQA
SUP-EM· 2023-05-04
0.613
best: 0.663 (Beam Retrieval)
SOTA
Chain-of-Skills: A Configurable Model for Open-domain Question Answering arXiv:2305.03130
Question AnsweringonHotpotQA
ANS-EM· 2023-05-04
0.674
best: 0.727 (Beam Retrieval)
Chain-of-Skills: A Configurable Model for Open-domain Question Answering arXiv:2305.03130
Question AnsweringonHotpotQA
ANS-F1· 2023-05-04
0.801
best: 0.85 (Beam Retrieval)
Chain-of-Skills: A Configurable Model for Open-domain Question Answering arXiv:2305.03130
Question AnsweringonHotpotQA
JOINT-F1· 2023-05-04
0.717
best: 0.775 (Beam Retrieval)
Chain-of-Skills: A Configurable Model for Open-domain Question Answering arXiv:2305.03130
Question AnsweringonHotpotQA
SUP-F1· 2023-05-04
0.853
best: 0.901 (Beam Retrieval)
Chain-of-Skills: A Configurable Model for Open-domain Question Answering arXiv:2305.03130