Approach0+ColBERT (fusion)

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Natural Language Processing4 results

Math Information RetrievalonARQMath
MAP· uses extra data· 2022-03-21
0.215
SOTA
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval arXiv:2203.11163
Math Information RetrievalonARQMath
NDCG· uses extra data· 2022-03-21
0.447
SOTA
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval arXiv:2203.11163
Math Information RetrievalonARQMath
bpref· uses extra data· 2022-03-21
0.202
SOTA
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval arXiv:2203.11163
Math Information RetrievalonARQMath
P@10· uses extra data· 2022-03-21
0.252
best: 0.276 (Approach0+ColBERT (reranking))
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval arXiv:2203.11163