Datasets:
gunnybd01
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ModelAgg

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Qwen2-1.5Bpreds
int64
0
12
labels
int64
0
12
Qwen/Qwen2.5-3B-Instruct
int64
0
12
Qwen/Qwen2-1.5B_lora
int64
0
12
Qwen/Qwen2.5-3B-Instruct_lora
int64
0
12
Qwen/Qwen3-Embedding-4B_lora
int64
0
12
google-bert/bert-large-uncased
int64
0
12
FacebookAI/roberta-large
int64
0
12
google-t5/t5-large
int64
0
12
4
4
4
4
4
4
4
4
4
8
10
10
8
10
8
8
8
10
0
0
0
0
0
0
0
0
0
11
11
11
11
11
11
11
11
11
8
8
8
8
8
8
10
10
10
8
8
8
8
8
8
8
8
8
6
6
6
6
6
6
6
2
6
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
6
8
6
6
6
8
6
6
6
12
12
12
12
12
12
12
12
12
10
10
10
10
10
10
10
10
10
4
4
4
4
4
4
4
4
4
11
11
11
11
11
11
11
11
11
6
6
6
6
6
6
6
6
6
3
2
3
3
3
3
3
3
3
11
11
11
11
11
11
11
11
11
8
8
8
8
8
8
8
8
8
10
10
10
10
10
10
10
10
10
12
12
12
12
12
12
12
12
12
4
4
4
4
4
4
4
4
4
2
2
2
2
2
2
2
2
2
7
7
7
7
7
7
7
7
7
5
5
5
5
5
5
5
5
5
3
3
3
3
3
3
3
3
3
0
0
0
0
0
0
0
0
0
8
8
8
8
8
8
8
8
8
5
5
5
5
5
5
5
5
5
11
11
11
11
11
11
11
11
11
2
2
2
2
2
2
2
2
2
12
12
12
12
12
12
12
12
12
3
3
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
11
11
11
11
11
11
11
11
11
5
5
5
5
5
5
5
5
5
3
3
3
3
3
3
3
3
3
10
8
12
10
12
12
10
12
10
6
8
6
6
6
8
6
6
6
10
10
10
10
10
10
10
10
10
2
2
2
2
2
2
2
2
2
5
5
5
5
5
5
5
5
5
10
5
10
10
10
10
10
10
10
2
2
2
2
2
2
2
2
2
4
4
4
4
4
4
4
4
4
3
3
3
3
3
3
3
3
3
11
11
11
11
11
11
11
11
11
2
2
2
2
2
2
2
2
2
6
6
6
6
6
6
6
6
6
8
8
8
8
8
8
8
8
8
11
11
11
11
11
11
11
11
11
0
0
0
0
0
0
0
0
0
12
12
12
12
12
12
12
12
12
6
6
6
6
6
6
6
6
6
5
5
5
5
5
5
5
5
5
6
5
6
2
6
2
2
5
5
11
11
11
11
11
11
11
11
11
8
8
8
8
8
8
8
8
8
11
11
11
11
11
11
11
11
11
12
12
12
12
12
12
12
12
12
6
6
6
6
6
6
6
6
6
12
12
12
12
12
12
12
12
12
8
8
11
8
8
8
11
8
8
2
2
2
2
2
2
2
2
2
11
11
11
11
11
11
11
11
11
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
9
9
9
9
9
9
9
9
9
2
2
2
2
2
2
2
2
2
10
10
10
10
10
10
10
10
10
7
7
7
7
7
7
7
7
7
9
9
9
9
9
9
9
9
9
11
11
11
11
11
11
11
11
5
3
3
3
3
3
3
3
3
3
0
0
0
0
0
0
0
0
0
3
3
3
3
3
3
3
3
3
12
12
12
4
12
12
2
2
2
6
6
6
6
6
6
6
6
6
11
11
11
11
11
11
11
11
11
4
4
4
4
4
4
4
4
4
6
6
6
6
6
6
6
6
6
11
11
11
11
11
11
11
11
11
9
9
9
9
9
9
9
9
9
3
12
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
7
7
7
6
6
7
6
7
6
12
12
12
12
12
12
12
12
12
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
10
10
10
10
10
10
10
10
10
6
6
6
6
6
6
6
6
6
3
3
3
3
3
3
3
3
3
12
12
9
12
9
12
12
6
12
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
2
2
2
2
2
2
2
2
2
8
2
8
8
8
8
8
8
8
7
7
7
7
7
7
7
7
7
2
2
0
2
2
11
2
2
2
0
0
0
0
0
0
0
0
0
12
12
12
12
12
12
12
12
12