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AI-generated content evaluation on AGIN
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33
F1 Score
BLPO
4.92
12.21
19.5
26.79
Feb 11, 2026
F1 Score
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
BLPO
Judge Model=Llama-4-Ma...
2026.02
33
38
APO-image
Judge Model=Llama-4-Ma...
2026.02
32
37
TextGrad
Judge Model=Llama-4-Ma...
2026.02
30
38
No Optim.
Judge Model=Llama-4-Ma...
2026.02
26
30
OPRO
Judge Model=Llama-4-Ma...
2026.02
26
30
BLPO
Judge Model=Llama-4-Sc...
2026.02
23
28
TextGrad
Judge Model=Llama-4-Sc...
2026.02
21
25
OPRO
Judge Model=Llama-4-Sc...
2026.02
19
26
TextGrad
Judge Model=Qwen2.5-VL...
2026.02
17
22
BLPO
Judge Model=Qwen2.5-VL...
2026.02
17
14
No Optim.
Judge Model=Llama-4-Sc...
2026.02
16
21
OPRO
Judge Model=Qwen2.5-VL...
2026.02
11
9
No Optim.
Judge Model=Qwen2.5-VL...
2026.02
9
8
APO-image
Judge Model=Qwen2.5-VL...
2026.02
9
6
APO-image
Judge Model=Llama-4-Sc...
2026.02
6
8
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