Name: Ling 3.0 Flash VL
Author: InclusionAI

Ling 3.0 Flash VL

InclusionAI

InclusionAI's visual extension of Ling 3.0 Flash, supporting text, image and video input with optional thinking and agentic tool use.

Benchmark	Score
AA-Briefcase Elo	986
AA-Briefcase v1.1 Elo	983
AA-LCR v1.1	78.3
AA-Omniscience Index	-4.5
Artificial Analysis Intelligence Index v4.3	25.0
Artificial Analysis Intelligence Index v4.3.2	24.6
Artificial Analysis Omniscience Accuracy	14.3
Artificial Analysis Omniscience Hallucination Rate	22.0
Artificial Analysis Openness Index	44.4
AutomationBench-AA 1.0.6	15.7
BuseyBench SVG	3.7
Capability	150.8
CritPt (avg@5)	2.0
GDP.pdf (Artificial Analysis, All-pass)	8.4
GDP.pdf (Artificial Analysis, Mean Criteria)	58.6
GDPval-AA v2	1225
GDPval-AA v2.1	1150
GPQA Diamond (Artificial Analysis avg@5)	86.2
Humanity's Last Exam (Text-Only)	22.0
MMMU Pro	79.0
SciCode 1.0.1 (Artificial Analysis)	44.2
Terminal-Bench 2.1	64.4
Terminal-Bench 4.0 (Artificial Analysis)	0.0
𝜏³-Banking	34.4