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Science Question Answering on ScienceQA (Calibration/Ranking Metrics)

0.88ECE

InternVL2.5-4B

Updated 1mo ago

Evaluation Results

Method	Links
InternVL2.5-4B 2026.04		0.88	92.81	99.95	92.57
MiniCPM-V-2.6 2026.04		1.88	98.69	99.99	98.69
Phi-3.5-Vision 2026.04		2.69	92.43	99.46	91.75
GPT-4o 2026.04		4.25	91.71	99.07	91.02
InternVL3.5-8B 2026.04		4.53	98.67	99.88	98.68
Qwen2.5-VL-7B 2026.04		4.76	99.25	99.92	99.2
InternVL2.5-4B 2026.04		7.64	79.41	99.87	79.87
GPT-4o 2026.04		7.82	93.48	99.25	92.79
GPT-4o-mini 2026.04		7.93	92.55	99.26	91.88
InternVL3.5-8B 2026.04		9.09	87.73	98.62	84.79
Qwen2.5-VL-7B 2026.04		12.91	69.17	95.6	55.37
MiniCPM-V-2.6 2026.04		14.9	52.61	99.64	45.05
GPT-4o-mini 2026.04		16.1	90.03	98.98	88.75
Phi-3.5-Vision 2026.04		36.86	66.91	96.76	50.14