Model

Qwen3-VL-8B-Instruct

Alibaba · open weights

Knowledge & Reasoning

Benchmark	Score	Metric	Harness	Source	Confidence	Link
WorldFact-Bench	8.1	accuracy	direct judgment	Independent	medium	arxiv.org

Benchmark	Score	Metric	Harness	Source	Confidence	Link
Hob-VL	50.6	accuracy	N/A	Independent	medium	arxiv.org

Benchmark	Score	Metric	Harness	Source	Confidence	Link
CASE longitudinal multimodal benchmark	47.1	overall_(%)	N/A	Independent	medium	arxiv.org
PlaySuite	0.7	mean_progress_score_(no_history)	N/A	Independent	medium	arxiv.org

Benchmark	Score	Metric	Harness	Source	Confidence	Link
AgroGround	64.4	accuracy	zero-shot	Independent	medium	arxiv.org
BrainTRACE	33.7	accuracy	N/A	Independent	medium	arxiv.org
CROSS-Bench	68.0	accuracy	N/A	Independent	medium	arxiv.org
DataVista	46.2	accuracy	N/A	Independent	medium	arxiv.org
EgoExo-Next	36.3	accuracy	N/A	Independent	medium	arxiv.org
EgoTools-Bench	46.1	egotools-bench_overall	N/A	Independent	medium	arxiv.org
FG-Sudoku	0.4	accuracy	N/A	Independent	medium	arxiv.org
G-RSVQA	77.5	accuracy	N/A	Independent	medium	arxiv.org
GeoSpatialBench	37.2	accuracy	N/A	Independent	medium	arxiv.org
InstanceBench	52.0	[email protected]	N/A	Independent	medium	arxiv.org
InteractionBench	34.8	score	N/A	Independent	medium	arxiv.org
Knossos	46.1	f1	N/A	Independent	medium	arxiv.org
MVGraph	5.4	accuracy	N/A	Independent	medium	arxiv.org
NegT2IBench	74.0	spearman_ρ	N/A	Independent	medium	arxiv.org
OccludeBench	27.7	accuracy	N/A	Independent	medium	arxiv.org
OmniVCBench	34.3	accuracy	N/A	Independent	medium	arxiv.org
PhysicsLENS	0.7	plausibility_score	N/A	Independent	medium	arxiv.org
R-GroundBench	64.9	accuracy	N/A	Independent	medium	arxiv.org
RoadSceneVQA-G	52.2	f1	N/A	Independent	medium	arxiv.org
SpaceConflict	51.0	accuracy	N/A	Independent	medium	arxiv.org
SpatialChain	78.9	accuracy	N/A	Independent	medium	arxiv.org
SQUARE-Bench	87.1	overall	N/A	Independent	medium	arxiv.org
UkrMeme	0.3	hf1	N/A	Independent	medium	arxiv.org
Unified Suite of 25 Visual Reasoning Benchmarks	61.1	mean_score	N/A	Independent	medium	arxiv.org
Video-Index	9.5	accuracy	N/A	Independent	medium	arxiv.org

Benchmark	Score	Metric	Harness	Source	Confidence	Link
OR-Bench	58.0	accuracy	N/A	Independent	medium	arxiv.org