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Tampered Text Recognition on TFR CTM Cross-Method

45.6OCR Accuracy

TextShield-R1

Updated 1mo ago

Evaluation Results

Method	Links
TextShield-R1 2026.02		45.6
InternVL3-8B 2026.02		31.5
GPT4o 2026.02		27.2
Qwen2.5-VL-7B 2026.02		26.3
FakeShield* 2026.02		26.3
SIDA* 2026.02		26.3
InternVL3-8B 2026.02		23.6
Qwen2.5-VL-7B 2026.02		21
MiniCPM_V_2.6 2026.02		20.7
Qwen2.5-VL-3B 2026.02		18.8
InternVL3-2B 2026.02		18.7
InternVL3-2B 2026.02		18.2
FakeShield 2026.02		15.1
SIDA 2026.02		15.1
Qwen2.5-VL-3B 2026.02		7.7
MiniCPM_V_2.6 2026.02		7