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Tampered Text Recognition on TFR (test)
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47.6
OCR Accuracy
TextShield-R1
-0.24
12.18
24.6
37.02
Feb 23, 2026
OCR Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
OCR Accuracy
TextShield-R1
Fine-tuning=Full train...
2026.02
47.6
Qwen2.5-VL-7B
Fine-tuning=Full train...
2026.02
24.3
FakeShield*
Fine-tuning=Full train...
2026.02
24.3
SIDA*
Fine-tuning=Full train...
2026.02
24.3
InternVL3-8B
Fine-tuning=Full train...
2026.02
21.9
Qwen2.5-VL-3B
Fine-tuning=Full train...
2026.02
18.6
InternVL3-2B
Fine-tuning=Full train...
2026.02
18.1
MiniCPM_V_2.6
Fine-tuning=Full train...
2026.02
17.6
InternVL3-8B
Fine-tuning=None
2026.02
9.3
FakeShield
Fine-tuning=Full train...
2026.02
9.2
SIDA
Fine-tuning=Full train...
2026.02
9.2
Qwen2.5-VL-7B
Fine-tuning=None
2026.02
6.4
GPT4o
Fine-tuning=None
2026.02
5.6
InternVL3-2B
Fine-tuning=None
2026.02
5.4
Qwen2.5-VL-3B
Fine-tuning=None
2026.02
1.8
MiniCPM_V_2.6
Fine-tuning=None
2026.02
1.6
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