ANCE-Tele (cocodr-base, MS MARCO)¶
Download¶
On Hugging Face: OpenMatch/ance-tele_coco-base_msmarco_qry-psg-encoder
Information¶
This model is ANCE-Tele trained on MS MARCO. The training details and evaluation results are as follows:
Dataset used for training:
MS MARCO Passage
Evaluation result:
Model |
Pretrain Model |
Train w/ Marco Title |
Marco Dev MRR@10 |
BEIR Avg NDCG@10 |
|---|---|---|---|---|
ANCE-Tele |
w/o |
37.3 |
44.2 |
BERI Dataset |
NDCG@10 |
|---|---|
TREC-COVID |
77.4 |
NFCorpus |
34.4 |
FiQA |
29.0 |
ArguAna |
45.6 |
Touché-2020 |
22.3 |
Quora |
85.8 |
SCIDOCS |
14.6 |
SciFact |
71.0 |
NQ |
50.5 |
HotpotQA |
58.8 |
Signal-1M |
27.2 |
TREC-NEWS |
34.7 |
DBPedia-entity |
36.2 |
Fever |
71.4 |
Climate-Fever |
17.9 |
BioASQ |
42.1 |
Robust04 |
41.4 |
CQADupStack |
34.9 |