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Diagram Understanding on AI2D zero-shot

83.65Zero-shot AccuracyBF16
75.3377.4979.6581.81Feb 1, 2026

Evaluation results

MethodLinks
BF16Model=Kimi-VL-Instruct, Bit-width=BF16, Evaluation Protocol=Zero-shot2026.0283.65
VEQ-MAModel=Qwen3-VL-30B-A3B-Instruct, Bit-width=W4, Evaluation Protocol=Zero-shot2026.0282.95
VEQ-MAModel=Kimi-VL-Instruct, Bit-width=W4, Evaluation Protocol=Zero-shot2026.0282.55
VEQ-MAModel=Qwen3-VL-30B-A3B-Instruct, Bit-width=W3, Evaluation Protocol=Zero-shot2026.0279.15
VEQ-MAModel=Kimi-VL-Instruct, Bit-width=W3, Evaluation Protocol=Zero-shot2026.0275.65