FCE - Grammatical error detection

Detect errors in English text. [ver. 1.0.0]

# submitter when ver. description dev-0 Mean F0.5 test-A Mean F0.5
12 s478846 2024-06-10 09:19 1.0.0 mistral 7b oddballness again oddballness 39.39 43.27
17 s478846 2024-01-24 12:05 1.0.0 Roberta Large Oddballness (threshold 0.84) oddballness roberta 42.23 40.78
22 s478846 2024-01-24 11:04 1.0.0 Roberta Large Probability threshold 0.014 probability roberta 37.08 34.51
18 s478846 2024-01-24 10:26 1.0.0 Roberta Base oddballness threshold 0.91 oddballness roberta-base 40.34 40.09
8 s478846 2024-01-24 10:17 1.0.0 GPT2-small oddballness threshold 0.84 gpt2 oddballness 46.96 45.52
21 s478846 2024-01-24 10:05 1.0.0 Roberta Base Probability threshold 0.005 probability roberta-base 37.91 36.95
19 s478846 2024-01-24 09:57 1.0.0 GPT-2 small probabilities threshold 0.0002 gpt2 probability 39.41 39.16
3 s478846 2023-12-15 11:11 1.0.0 Max value GPT2-XL, Roberta-Large, Temperature 0.75, Threshold 0.986, Basic Tokenizer gpt2-xlarge oddballness roberta 46.48 46.79
16 s478846 2023-11-10 13:55 1.0.0 Llama 7b 16fp Probability (threshold 0.0004) probability 39.39 40.81
15 s478846 2023-11-10 13:48 1.0.0 Mistral 7b Probability (threshold 0.0003) probability 40.78 41.19
14 s478846 2023-11-10 13:37 1.0.0 Llama 7b 16fp Oddballness (threshold 0.84) oddballness 42.25 42.93
11 s478846 2023-11-10 13:33 1.0.0 Mistral 7b Oddballness (threshold 0.89) oddballness 42.53 43.27
20 s478846 2023-11-09 09:56 1.0.0 Yi-6B Probability (threshold 0.0005) probability 38.58 38.79
7 s478846 2023-11-06 15:25 1.0.0 Max value Yi-6B, RobertaLarge oddballness (threshold 0.91) oddballness roberta 46.83 45.75
5 s478846 2023-11-06 14:47 1.0.0 Yi-6B Oddballness (threshold 0.85) oddballness 45.53 45.89
13 s478846 2023-11-06 12:14 1.0.0 Probability min value from Roberta-Large, GPT2-XL (threshold 0.0001) gpt2-xlarge probability roberta 44.93 43.15
4 s478846 2023-11-06 11:16 1.0.0 GPT2-XL Oddballness (Threshold 0.85) gpt2-xlarge oddballness 46.55 46.64
10 s478846 2023-10-30 16:00 1.0.0 GPT2-XL Probabilities (Threshold 0.0001) probabilities gpt2-xlarge 45.75 44.31
23 s478846 2023-10-30 15:51 1.0.0 Roberta-Large probabilities (threshold 0.02) probabilities roberta 36.76 33.80
24 s478846 2023-10-30 14:38 1.0.0 All tokens as incorrect 14.33 16.20
2 s478846 2023-10-30 14:30 1.0.0 Max value GPT2-XL, Roberta-Large, Threshold 0.89, Basic Tokenizer gpt2-xlarge roberta 46.51 47.05
9 s478846 2023-10-30 13:32 1.0.0 Max value GPT-2, Roberta-Base Threshold 0.89 gpt2 roberta-base 43.40 44.42
6 s478846 2023-10-30 10:54 1.0.0 GPT-2 only threshold 0.89 gpt2 47.19 45.75
1 s478846 2023-10-28 19:36 1.0.0 Max value from GPT2-XL, Roberta-Large gpt2-xlarge roberta 47.09 47.30