Challenging America year prediction

Guess the time when an excerpt was published [ver. 3.0.0]

Git repo URL: git://gonito.net/challenging-america-year-prediction / Branch: master
Run git clone --single-branch git://gonito.net/challenging-america-year-prediction -b master to get the challenge data
Browse at https://gonito.net/gitlist/challenging-america-year-prediction.git/master

Leaderboard

# submitter when ver. description test-A RMSE ×
1 p/tlen 2021-12-15 15:15 3.0.0 RoBERTa ChallAm fine-tuned batch-size=96 epochs=3 roberta roberta-challam huggingface-transformers 10.58 10
2 kubapok 2021-12-13 12:21 3.0.0 hf challam robertabase without date (checkpoint 395000) epoch1 11.33 18
3 p/tlen 2021-12-16 08:14 3.0.0 RoBERTa Base fine-tuned batch-size=4 early-stopping=3 learning-rate=1.0e-6 roberta roberta-base huggingface-transformers 12.07 10
4 p/tlen 2021-08-27 18:05 3.0.0 tfidf and linear regression min-df=5 linear-regression scikit-learn tf-idf 21.49 10
5 p/tlen 2021-08-27 09:01 3.0.0 mean from train null-model baseline 29.04 10
6 kubapok 2021-07-11 16:41 2.0.0 bilstm bilstm 13.95 18

Graphs by parameters

batch-size

[direct link]

epochs

[direct link]