Datasets:
ainewtrend07
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EcPredictions

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FacebookAI/roberta-base
int64
0
12
google/rembert
int64
6
6
FacebookAI/roberta-base_1
int64
0
12
FacebookAI/roberta-base_2
int64
0
12
FacebookAI/roberta-base_3
int64
0
12
google-bert/bert-base-uncased
int64
0
12
google/rembert_1
int64
0
12
FacebookAI/xlm-roberta-large
int64
0
12
FacebookAI/roberta-large
int64
0
12
google/rembert_2
int64
0
12
FacebookAI/xlm-roberta-large_1
int64
0
12
answerdotai/ModernBERT-large
int64
0
12
andreasmadsen/efficient_mlm_m0.40
int64
0
12
FacebookAI/roberta-large_1
int64
0
12
google-bert/bert-large-uncased
int64
0
12
microsoft/deberta-large
int64
0
12
Qwen/Qwen3-Reranker-0.6B
int64
0
12
andreasmadsen/efficient_mlm_m0.40_1
int64
0
12
Qwen/Qwen3-Reranker-0.6B_1
int64
0
12
albert/albert-xxlarge-v2
int64
0
12
microsoft/deberta-v2-xlarge
int64
0
12
facebook/opt-350m
int64
0
12
facebook/opt-350m_1
int64
0
12
facebook/opt-350m_2
int64
0
12
AdaLoragoogle/rembert
int64
0
12
AdaLoraanswerdotai/ModernBERT-large
int64
0
12
IA3IA3google/rembert
int64
0
12
microsoft/deberta-large_1
int64
0
12
microsoft/deberta-v2-xlarge_1
int64
11
11
IA3albert/albert-xxlarge-v2
int64
0
12
albert/albert-xxlarge-v2_1
int64
0
12
IA3facebook/bart-large
int64
0
12
google-bert/bert-large-uncased_1
int64
0
12
IA3google-bert/bert-large-uncased
int64
0
12
google-bert/bert-large-uncased_2
int64
0
12
IA3microsoft/deberta-large
int64
3
11
IA3microsoft/deberta-v2-xlarge
int64
0
12
IA3google/flan-t5-base
int64
0
12
IA3google/rembert
int64
0
12
microsoft/deberta-v2-xlarge_2
int64
11
11
0
6
7
4
7
0
0
0
7
0
0
0
0
0
0
7
0
0
7
0
7
0
0
0
7
7
4
0
11
5
7
6
7
6
0
11
5
3
0
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
11
12
10
6
10
0
10
11
3
11
10
11
3
6
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
11
6
3
6
3
0
3
11
3
11
3
11
3
6
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
11
3
3
0
3
6
3
3
11
11
3
11
2
6
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
0
2
2
2
2
2
2
11
11
0
2
11
11
11
10
2
0
2
6
8
11
11
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
11
5
10
6
10
10
10
3
3
3
10
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
3
0
6
0
5
0
3
0
3
0
11
11
6
11
11
11
11
11
11
11
11
11
11
11
5
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
6
11
6
11
6
11
11
11
3
11
11
12
6
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
11
5
12
6
12
6
12
11
12
11
12
11
4
6
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
11
12
4
6
4
0
4
11
12
3
4
11
11
6
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
5
11
0
11
11
11
11
11
11
11
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
11
6
10
5
10
8
10
3
11
3
10
11
4
6
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
11
11
4
6
4
3
4
3
3
11
4
11
8
6
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
11
11
8
0
8
6
8
3
6
11
8
11
9
6
9
9
9
9
9
9
9
9
9
9
12
9
9
9
7
7
9
9
9
9
9
9
9
7
9
9
11
6
9
6
9
6
9
11
6
3
9
11
0
6
4
4
4
0
0
0
4
0
0
4
0
0
0
4
4
4
0
0
4
0
0
0
0
4
0
0
11
6
4
8
0
8
0
3
12
3
0
11
3
6
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
11
11
3
6
3
6
3
11
5
11
5
11
3
6
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
11
5
3
6
3
3
3
11
3
11
3
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
11
11
10
5
10
6
10
3
12
3
10
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
11
0
6
0
3
0
11
11
3
0
11
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
11
5
6
5
6
3
6
3
6
11
6
11
12
6
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
11
0
12
5
12
6
12
11
11
11
8
11
3
6
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
11
3
3
11
11
3
12
3
11
3
11
3
12
11
11
5
6
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
11
3
5
6
5
0
5
11
5
11
5
11
9
6
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
0
9
0
9
11
5
9
6
9
3
9
6
12
11
0
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
11
6
10
5
10
3
10
3
6
3
5
11
7
6
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
11
6
7
6
7
6
7
3
12
11
7
11
11
6
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
3
11
11
11
8
11
3
11
11
11
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
5
0
5
0
6
0
3
0
3
0
11
8
6
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
11
11
8
4
8
10
8
3
6
11
8
11
1
6
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
10
11
1
1
11
6
1
6
1
6
1
11
11
3
8
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
0
11
6
0
4
0
6
0
11
11
11
4
11
10
6
10
10
10
10
10
1
10
10
1
1
1
1
10
10
10
1
10
1
10
10
1
1
10
10
10
10
11
5
1
6
10
6
10
11
3
11
10
11
5
6
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
11
5
5
6
5
3
5
6
3
3
5
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
5
0
6
0
6
0
6
3
3
0
11
4
6
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
11
11
4
6
4
3
4
11
12
11
12
11
5
6
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
11
11
5
6
5
5
5
3
5
11
5
11
8
6
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
11
3
8
4
8
4
8
11
12
12
8
11
5
6
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
11
3
5
6
5
0
5
11
5
11
5
11
8
6
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
11
5
8
6
8
3
8
11
11
3
8
11
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
11
4
6
6
6
6
6
11
6
11
6
11
11
6
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
6
11
5
11
5
11
11
11
11
11
11
2
6
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
11
6
2
0
2
12
2
6
6
3
2
11
1
6
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
10
1
1
1
1
1
1
10
10
1
1
11
10
1
4
1
6
1
11
3
11
6
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
5
0
6
0
3
0
11
0
11
0
11
12
6
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
11
3
12
6
12
6
12
11
11
11
12
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
3
10
10
10
11
5
10
10
10
6
10
11
5
11
5
11
10
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
11
5
10
0
10
3
10
3
6
3
10
11
12
6
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
11
5
12
6
12
3
12
11
12
11
12
11
11
6
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
6
11
0
11
3
11
11
11
11
9
6
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
4
12
4
9
11
6
9
0
9
6
9
3
6
3
4
11
0
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
11
0
6
0
6
0
3
0
3
0
11
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
11
6
6
8
6
6
6
3
6
11
6
11
1
6
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
1
11
5
1
5
1
6
1
3
3
11
0
11
12
6
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
11
11
12
10
12
6
12
3
3
11
12
11
8
6
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
11
6
8
5
8
6
8
11
11
11
8
11
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
11
6
6
6
6
6
6
3
6
11
6
11
12
6
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
11
0
12
6
12
12
12
11
12
11
12
11
1
6
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
11
11
1
6
1
6
1
3
6
3
10
11
11
6
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
5
11
6
11
3
11
11
11
11
11
11
3
6
3
3
3
3
3
3
3
3
3
3
3
3
3
0
3
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