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Diagram Understanding on AI2D (Efficiency Metrics)

87.14AI2D Score

Baseline

Updated 26d ago

Evaluation Results

Method	Links
Baseline 2025.11		87.14	79.16	0	-
FastMMoE† 2025.11		86.37	77.4	1.76	-
FastMMoE* 2025.11		86.27	77.56	1.6	-
FastV 2025.11		85.59	76.93	2.22	-
FastMMoE† 2025.11		85.46	76.84	2.31	-
FastMMoE* 2025.11		84.49	76.35	2.8	-
InternVL3 2026.04		83.9	-	-	-
SparseVLM 2025.11		83.81	70.06	9.09	-
FastMMoE† 2025.11		83.71	75.63	3.53	-
FastMMoE† 2025.11		83.48	74.69	4.47	-
Qwen3-VL 2026.04		83.2	-	-	-
Qwen2.5-VL 2026.04		82.5	-	-	-
FastV 2025.11		82.42	74.33	4.82	-
Baseline 2025.11		82.38	72.68	0	0
InternVL3.5 2026.04		82.3	-	-	-
FastMMoE* 2025.11		82.12	73.52	5.63	-
FastMMoE* 2025.11		82.06	72.49	0.19	21.09
FastV 2025.11		81.99	72.18	0.5	-
SparseVLM 2025.11		81.57	71.72	0.96	-
FastMMoE† 2025.11		81.54	72	0.68	39.15
FastMMoE† 2025.11		81.38	71.89	7.27	-
FastMMoE* 2025.11		81.35	71.94	0.74	43.07
FastV 2025.11		81.19	71.91	0.77	-
SparseVLM 2025.11		80.51	70.31	2.37	-
FastMMoE† 2025.11		80.38	70.57	2.11	61.76
MUSE-3B 2026.05		80.2	-	-	-
FastMMoE* 2025.11		79.15	70.32	2.36	63.66
SparseVLM 2025.11		79.02	66.61	6.07	-
FastV 2025.11		78.82	70.02	2.65	-
Show-o2 2026.05		78.6	-	-	-
UniLIP-3B 2026.05		78.6	-	-	-
InternVL3 2026.05		78.5	-	-	-
SparseVLM 2025.11		77.36	62.55	16.6	-
FastV 2025.11		77.14	69.21	9.95	-
UniDriveVLA 2026.04		76.3	-	-	-
MUSE-1B 2026.05		72.5	-	-	-
SparseVLM 2025.11		72.12	54.73	24.43	-
UniLIP-1B 2026.05		70.7	-	-	-
GPT-5 Nano 2026.04		65.7	-	-	-