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Referring Object Classification on LVIS In-Domain

73.39Accuracy

LLaVA-1.5 + Blur

Updated 2d ago

Evaluation Results

Method	Links
LLaVA-1.5 + Blur 2026.02		73.39
LLaVA-1.5 + ControlMLLM++ 2026.02		73
Ferret-7B 2026.02		72.39
Ferret-7B 2026.02		71.71
Ferret-7B 2026.02		71.58
LLaVA-1.5 + Blur 2026.02		71.32
LLaVA-1.5 + ControlMLLM++ 2026.02		71.19
Ferret-7B 2026.02		68.54
LLaVA-1.5 + ControlMLLM++ 2026.02		65.13
LLaVA-1.5 + ControlMLLM++ 2026.02		65.12
Shikra-7B 2026.02		64.6
LLaVA-1.5 + ControlMLLM 2026.02		60.79
LLaVA-1.5 + ControlMLLM 2026.02		60.59
LLaVA-1.5 + ControlMLLM 2026.02		58.85
GPT4-ROI 2026.02		58.59
LLaVA-1.5 + ControlMLLM 2026.02		58.33
LLaVA-1.5 + Color 2026.02		56.72
Shikra-7B 2026.02		56.27
Kosmos-2 2026.02		55.17
LLaVA-1.5 + Color 2026.02		55.1
LLaVA-1.5 2026.02		54.72
LLaVA-1.5 2026.02		54.72
LLaVA-1.5 2026.02		54.72
LLaVA-1.5 2026.02		54.72
LLaVA-1.5 + Edit Att 2026.02		37.08
LLaVA-1.5 + Edit Att 2026.02		36.24