Key Information Extraction on UniKIE benchmark leaderboard · SOTA2 Research

Key Information Extraction on UniKIE

77.03Bus. Trans. ScoreGemini-3-Pro

Evaluation Results

Method	Links
Gemini-3-Pro2026.07		77.03	86.58	83.87	86.03	79.79	82.84	77.93	82.01
Qwen3-VL-Plus2026.07		76	83.26	81.7	69.7	68.34	71.52	72.88	74.77
Qwen-VL-Max2026.07		74.19	82.51	76.23	70.35	67.63	68.71	73.12	73.25
SAYRE-4B2026.07		70.38	80.73	80.97	78.15	59.97	64.89	75.36	72.92
Qwen3-VL-4B2026.07		68.89	72.23	77.79	57.6	55.44	56.16	61.62	64.25
GPT-4o2026.07		68.16	67.14	73.14	59.09	39.45	46.2	42.01	56.46
MiMo-VL-7B-RL2026.07		67.91	74.11	63.22	64.48	54.72	54.78	68.22	63.92
SAYRE-2B2026.07		67.56	78.35	78.99	76.1	56.48	63.13	72.72	70.47
GLM-4.1V-9B2026.07		65.69	75.76	67.74	59.51	55.64	57.42	61.69	63.35
GPT-52026.07		64.62	67.37	71.86	60.12	41.03	47.57	40.85	56.2
InternVL3.5-8B2026.07		64.56	70.54	68.09	66.86	40.73	45.19	44.75	57.25
Claude-Sonnet-4.52026.07		64.53	68.29	66.33	39.62	40.21	36.65	42.38	51.14
MiniCPM-V4.5-8B2026.07		64.24	74.5	61.25	62.37	45.08	50.49	52.47	58.63
Qwen3-VL-2B2026.07		64.03	68	72.98	59.14	48.77	50.86	58.57	60.34
Ministral-3-8B2026.07		33.28	39.31	41.16	41.88	42.41	40.04	42	40.01