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
6
6
6
6
6
6
6
6
6
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7
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10
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10
10
10
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10
10
10
5
5
5
5
5
5
5
5
5
11
8
11
11
11
11
11
11
11
3
2
3
3
3
3
2
3
3
4
4
4
4
4
4
4
4
4
3
3
3
3
3
3
3
3
3
9
9
9
9
9
9
4
9
9
7
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7
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7
7
7
5
5
5
5
5
5
5
5
5
10
10
10
10
10
10
10
10
10
1
1
1
1
1
1
1
1
1
12
12
12
12
12
12
12
12
12
5
5
5
5
5
5
5
5
5
11
11
11
11
11
11
11
11
11
12
12
12
12
12
12
12
12
12
5
5
5
5
5
5
5
5
5
3
3
3
3
3
3
3
3
3
11
11
11
11
11
11
11
11
11
6
6
6
6
6
6
6
6
6
7
7
7
7
7
7
7
7
7
2
2
2
2
2
2
2
2
2
6
6
6
6
6
6
6
6
6
0
9
0
0
0
0
0
0
9
5
5
11
5
11
5
11
11
11
10
10
3
3
3
3
10
10
3
7
7
7
7
7
7
7
7
7
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
10
10
10
10
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10
8
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8
8
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8
11
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11
11
11
11
11
11
11
8
8
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8
8
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8
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
8
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8
8
8
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8
8
8
11
11
11
11
11
11
11
11
11
4
4
4
4
4
4
4
4
4
9
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7
7
7
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7
7
10
10
10
10
10
10
10
10
10
6
6
6
6
6
6
6
6
6
4
4
4
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4
4
4
3
3
3
3
3
3
3
3
3
11
11
11
11
11
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11
11
11
0
0
0
0
0
0
0
0
0
3
3
3
3
3
3
3
3
3
9
7
9
9
9
9
9
9
9
0
0
0
0
0
0
0
0
0
8
8
8
8
8
8
8
8
8
6
6
6
6
6
6
6
6
6
1
1
1
1
1
1
1
1
1
4
4
4
4
4
4
4
4
4
3
3
3
3
3
3
3
3
3
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
12
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
2
2
2
2
2
2
2
2
2
0
0
0
0
0
0
0
0
0
5
5
5
5
5
5
5
5
5
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
11
11
11
11
11
11
4
4
9
9
9
9
9
9
9
9
9
12
12
12
12
12
12
12
12
12
2
2
2
2
2
2
2
2
2
7
7
7
7
7
7
7
7
7
8
10
8
8
8
10
10
10
10
5
5
5
5
5
5
5
5
5
9
9
9
9
9
9
9
9
9
11
11
11
11
11
11
11
11
11
3
3
3
3
3
3
3
3
3
4
4
4
4
4
4
4
4
4
8
8
8
8
8
8
8
8
8
11
11
11
11
11
11
11
11
11
5
5
5
5
5
5
5
5
5
8
8
8
8
8
8
8
8
8
3
3
3
3
3
3
3
3
3
11
11
11
11
11
11
11
11
11
12
12
12
12
12
12
12
12
12
9
9
9
9
9
9
9
9
9
12
12
12
12
12
12
12
12
12
7
7
7
7
7
7
7
7
7
12
12
12
12
12
12
12
12
12
10
10
10
10
10
10
10
10
10
7
7
7
7
7
7
7
7
7
2
2
2
2
2
2
2
2
2
4
4
4
4
4
4
4
4
4
8
8
8
8
8
8
8
8
11
0
0
0
0
0
0
0
0
0
7
7
7
7
7
7
7
7
7
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
6
9
6
6
6
6
6
6
6
11
11
11
11
11
11
11
11
11
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2