source
OpenCompass
Benchmarks · /benchmarks/opencompass-multimodal
Multimodal mix
Broad multimodal slice from OpenCompass.
Passport
Thin verified coverageThis is an objective signal, so it is mainly about measurable task performance rather than public taste.
metric
Average score (%)
judge
Objective
direction
higher better
group id
opencompass_mm_2026_04
domain
Document understanding
What it measures vs what it misses
✓ Measures
Document reasoning and multimodal understanding.
✗ Misses
Arena-style human preference.
Why this countsIt matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.Comparable-group ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesIt does not stand in for end-to-end document workflow quality or search relevance.
Leaderboard · this benchmark version
#1 · Gemini 2.5 Pro
OC · Apr 8, 2026
78.3%
#2 · GPT-5
OC · Apr 8, 2026
75.4%
#3 · GPT-5.4
OC · Apr 8, 2026
75.4%
#4 · GPT-5.4 mini
OC · Apr 8, 2026
75.4%
#5 · GPT-5.4 nano
OC · Apr 8, 2026
75.4%
#6 · Claude Opus 4.1
OC · Apr 8, 2026
74.2%
#7 · Claude Opus 4
OC · Apr 8, 2026
74.2%
#8 · Claude Opus 4.6
OC · Apr 8, 2026
74.2%
#9 · Claude Opus 4.7
OC · Apr 8, 2026
74.2%
#10 · Claude Sonnet 4
OC · Apr 8, 2026
72.7%
#11 · Claude Sonnet 4.5
OC · Apr 8, 2026
72.7%
#12 · Claude Sonnet 4.6
OC · Apr 8, 2026
72.7%
#13 · Qwen3 235B A22B
OC · Apr 8, 2026
70.8%
#14 · Grok 4
OC · Apr 8, 2026
68.1%
#15 · Llama 4 Maverick
OC · Apr 8, 2026
67.4%