Challenging America year prediction
Guess the time when an excerpt was published [ver. 3.0.2]
challenging-america diachronic
This is a long list of all submissions, if you want to see only the best, click leaderboard.
| # | submitter | when | ver. | description | dev-0 RMSE | test-A RMSE | |
|---|---|---|---|---|---|---|---|
| 46 | kubapok | 2022-01-04 12:18 | 3.0.0 | hf roberta classification | 10.79 | 11.39 | |
| 7 | kubapok | 2021-12-24 14:15 | 3.0.0 | hf_roberta_base_as_in_ireland | 10.30 | 12.02 | |
| 4 | kubapok | 2021-12-23 12:09 | 3.0.0 | hf_roberta_base_as_in_ireland | 12.44 | 12.54 | |
| 45 | 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 | 11.03 | 10.80 | |
| 44 | 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 | 10.70 | 12.07 | |
| 62 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=9 roberta roberta-challam huggingface-transformers | 12.13 | 11.26 | |
| 61 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=8 roberta roberta-challam huggingface-transformers | 13.28 | 12.27 | |
| 60 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=7 roberta roberta-challam huggingface-transformers | 12.64 | 11.70 | |
| 59 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=6 roberta roberta-challam huggingface-transformers | 11.74 | 10.70 | |
| 58 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=5 roberta roberta-challam huggingface-transformers | 12.64 | 11.67 | |
| 57 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=4 roberta roberta-challam huggingface-transformers | 12.06 | 11.50 | |
| 56 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=3 roberta roberta-challam huggingface-transformers | 11.23 | 10.58 | |
| 55 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=2 roberta roberta-challam huggingface-transformers | 11.91 | 11.22 | |
| 54 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=16 roberta roberta-challam huggingface-transformers | 11.97 | 11.22 | |
| 53 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=15 roberta roberta-challam huggingface-transformers | 12.16 | 11.33 | |
| 52 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=14 roberta roberta-challam huggingface-transformers | 12.12 | 11.26 | |
| 51 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=13 roberta roberta-challam huggingface-transformers | 12.05 | 11.34 | |
| 50 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=12 roberta roberta-challam huggingface-transformers | 12.13 | 11.35 | |
| 49 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=11 roberta roberta-challam huggingface-transformers | 11.94 | 11.05 | |
| 48 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=10 roberta roberta-challam huggingface-transformers | 11.91 | 10.99 | |
| 47 | p/tlen | 2021-12-15 15:15 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=1 roberta roberta-challam huggingface-transformers | 11.44 | 10.83 | |
| 43 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=9 roberta roberta-base huggingface-transformers | 12.86 | 14.40 | |
| 42 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=8 roberta roberta-base huggingface-transformers | 12.07 | 13.44 | |
| 41 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=7 roberta roberta-base huggingface-transformers | 12.36 | 13.84 | |
| 40 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=6 roberta roberta-base huggingface-transformers | 13.77 | 15.21 | |
| 39 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=5 roberta roberta-base huggingface-transformers | 12.51 | 13.19 | |
| 38 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=4 roberta roberta-base huggingface-transformers | 15.97 | 16.70 | |
| 37 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=3 roberta roberta-base huggingface-transformers | 12.67 | 13.50 | |
| 36 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=2 roberta roberta-base huggingface-transformers | 14.18 | 14.46 | |
| 35 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=11 roberta roberta-base huggingface-transformers | 12.05 | 13.47 | |
| 34 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=10 roberta roberta-base huggingface-transformers | 11.33 | 12.70 | |
| 33 | p/tlen | 2021-12-15 12:27 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=32 epochs=1 roberta roberta-base huggingface-transformers | 14.80 | 14.81 | |
| 32 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=9 roberta roberta-base huggingface-transformers | 12.72 | 13.31 | |
| 31 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=8 roberta roberta-base huggingface-transformers | 12.91 | 13.66 | |
| 30 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=7 roberta roberta-base huggingface-transformers | 14.32 | 14.96 | |
| 29 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=6 roberta roberta-base huggingface-transformers | 14.02 | 14.43 | |
| 28 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=5 roberta roberta-base huggingface-transformers | 13.91 | 14.33 | |
| 27 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=4 roberta roberta-base huggingface-transformers | 12.34 | 12.53 | |
| 26 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=3 roberta roberta-base huggingface-transformers | 14.05 | 14.37 | |
| 25 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=2 roberta roberta-base huggingface-transformers | 16.06 | 16.21 | |
| 24 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=16 roberta roberta-base huggingface-transformers | 12.59 | 13.60 | |
| 23 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=15 roberta roberta-base huggingface-transformers | 12.65 | 13.67 | |
| 22 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=14 roberta roberta-base huggingface-transformers | 12.84 | 13.80 | |
| 21 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=13 roberta roberta-base huggingface-transformers | 13.48 | 14.30 | |
| 20 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=12 roberta roberta-base huggingface-transformers | 13.47 | 14.23 | |
| 19 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=11 roberta roberta-base huggingface-transformers | 13.44 | 14.26 | |
| 18 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=10 roberta roberta-base huggingface-transformers | 13.80 | 14.46 | |
| 17 | p/tlen | 2021-12-15 10:08 | 3.0.0 | RoBERTa Base fine-tuned batch-size=96 epochs=1 roberta roberta-base huggingface-transformers | 17.37 | 17.26 | |
| 16 | p/tlen | 2021-12-14 14:22 | 3.0.0 | RoBERTa ChallAm fine-tuned batch-size=96 epochs=16 roberta roberta-challam huggingface-transformers | 11.81 | 11.63 | |
| 15 | p/tlen | 2021-12-14 11:53 | 3.0.0 | RoBERTa base fine-tuned batch-size=96 epochs=16 roberta roberta-base huggingface-transformers | 17.37 | 17.26 | |
| 14 | kubapok | 2021-12-14 11:30 | 3.0.0 | hf roberta base epoch1 (fix) | 12.60 | 13.40 | |
| 12 | kubapok | 2021-12-13 12:31 | 3.0.0 | hf roberta base epoch1 | 14.12 | 14.13 | |
| 63 | kubapok | 2021-12-13 12:21 | 3.0.0 | hf challam robertabase without date (checkpoint 395000) epoch1 | 12.40 | 11.33 | |
| 6 | p/tlen | 2021-08-31 19:42 | 3.0.0 | Bare data | 42.76 | 33.27 | |
| 5 | p/tlen | 2021-08-27 18:05 | 3.0.0 | tfidf and linear regression min-df=5 linear-regression scikit-learn tf-idf | 21.75 | 21.49 | |
| 3 | kaczla | 2021-08-27 15:54 | 3.0.0 | RoBERTa with linear regression on top [kubapok] model=roberta_large roberta | 13.14 | 12.15 | |
| 2 | kaczla | 2021-08-27 15:54 | 3.0.0 | RoBERTa with linear regression on top [kubapok] model=roberta_base roberta | 11.51 | 11.63 | |
| 1 | p/tlen | 2021-08-27 09:01 | 3.0.0 | mean from train null-model baseline | 37.46 | 29.04 | |
| 13 | kubapok | 2021-07-11 16:43 | 2.0.0 | roberta large with linear regression on top roberta | 8.02 | 8.15 | |
| 11 | kubapok | 2021-07-11 16:41 | 2.0.0 | bilstm bilstm | 13.77 | 13.95 | |
| 10 | kubapok | 2021-07-11 16:40 | 2.0.0 | roberta base with linear regression on top roberta | 10.21 | 10.19 | |
| 9 | kubapok | 2021-07-11 16:38 | 2.0.0 | tfidf and linear regression linear-regression tf-idf | 17.03 | 17.11 | |
| 8 | kubapok | 2021-07-11 16:37 | 2.0.0 | mean from train baseline | 31.27 | 31.50 |