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Multimodal Question Answering on Frontier-comparable pool 20-eval macro mean (test)

10.23AME Change (pp)InternVL3-2B
2.07644.19326.318.4268Jun 24, 2026

Evaluation results

MethodLinks
InternVL3-2BLength overlap=86%2026.0610.230.270.210.8
InternVL3.5-2BLength overlap=26%2026.069.680.271.053.9
Qwen3.5-2BLength overlap=48%2026.066.990.270.973.6
InternVL3.5-4BLength overlap=53%2026.065.690.411.122.7
Qwen3-VL-4B-InstructLength overlap=81%2026.064.530.411.33.2
Qwen3-VL-2B-InstructLength overlap=89%2026.063.930.270.632.4
Perceptron-Isaac-2BLength overlap=18%2026.062.390.270.912.2