Challenging America year prediction
Guess the time when an excerpt was published [ver. 3.0.2]
challenging-america diachronic
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 | 2021-12-16 08:21 | 3.0.0 | RoBERTa Challam fine-tuned batch-size=4 early-stopping=3 learning-rate=1.0e-6 roberta roberta-challam huggingface-transformers | 10.80 | 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 |