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Multi-image reasoning and general capability evaluation on NLVR2

90.42AccuracyInternVL2.5
48.736859.558470.3881.2016Mar 7, 2026

Evaluation results

MethodLinks
InternVL2.5Params=8B2026.0390.42
InternVL2.5 + CAPLParams=8B2026.0390.13
Qwen2VLParams=7B2026.0387.41
LLaVA-OVParams=7B2026.0386.82
Idefics3Params=8B2026.0385.14
GLM4.1VBaseParams=9B2026.0384.98
GLM4.1VBase + CAPLParams=9B2026.0384.87
Qwen2.5-VL + CAPLParams=7B2026.0380.05
Qwen2.5-VLParams=7B2026.0379.85
InternVL2Params=7B2026.0377.68
Idefics2Params=8B2026.0356.81
LLaVA-NextParams=7B2026.0350.34