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Forgery Reasoning on TFR CIS Cross-Image-domain
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56.5
Reasoning Score
TextShield-R1
1.068
15.459
29.85
44.241
Feb 23, 2026
Reasoning Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Reasoning Score
TextShield-R1
Fine-tuning=Full train...
2026.02
56.5
Qwen2.5-VL-7B
Fine-tuning=Full train...
2026.02
35.7
SIDA*
Fine-tuning=Full train...
2026.02
35.7
FakeShield*
Fine-tuning=Full train...
2026.02
35.6
InternVL3-8B
Fine-tuning=Full train...
2026.02
33.8
Qwen2.5-VL-3B
Fine-tuning=Full train...
2026.02
33.6
MiniCPM_V_2.6
Fine-tuning=Full train...
2026.02
32.3
InternVL3-2B
Fine-tuning=Full train...
2026.02
32
SIDA
Fine-tuning=Full train...
2026.02
29.4
FakeShield
Fine-tuning=Full train...
2026.02
29.2
GPT4o
Fine-tuning=None
2026.02
24.3
InternVL3-8B
Fine-tuning=None
2026.02
20.3
Qwen2.5-VL-7B
Fine-tuning=None
2026.02
17.6
Qwen2.5-VL-3B
Fine-tuning=None
2026.02
15.3
InternVL3-2B
Fine-tuning=None
2026.02
9.9
MiniCPM_V_2.6
Fine-tuning=None
2026.02
3.2
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