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Benchmarks
Artifact Localization on SynthScars (test)
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0.14
mIoU
InternVL3.5-8B + ArtiAgent
0.00792
0.04221
0.0765
0.11079
Feb 24, 2026
mIoU
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
F1 Score
InternVL3.5-8B + ArtiAgent
Mode=Fine-tuned with A...
2026.02
0.14
0.217
Qwen2.5-VL-7B + ArtiAgent
Mode=Fine-tuned with A...
2026.02
0.137
0.214
GPT-5
System Category=Propri...
2026.02
0.117
0.185
LEGION
Method Type=Artifact S...
2026.02
0.106
0.152
DiffDoctor
Method Type=Artifact S...
2026.02
0.083
0.136
Gemini-2.5-Pro
System Category=Propri...
2026.02
0.064
0.101
PAL
Method Type=Artifact S...
2026.02
0.035
0.053
GPT-4o
System Category=Propri...
2026.02
0.032
0.052
InternVL3.5-8B
Mode=Vanilla
2026.02
0.019
0.033
Qwen2.5-VL-7B
Mode=Vanilla
2026.02
0.013
0.018
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