active
GAOKAO-MM
Metric: Accuracy (higher is better)Introduced: 2024
Multimodal extension of GAOKAO with text+image questions from Chinese college entrance exams, evaluating vision-language model capabilities.
Models ranked
7
tracked on this benchmark
Score band
48.1 – 14.2
best → lowest tracked
Snapshot trend
—
need ≥2 snapshots
Leaderboard
Tracked models ranked by Accuracy (higher is better).
#Model variant and provenanceRelative to leaderScore
1
GPT-4 Vision Preview
48.1Version: zero-shotHarness: Not recordedEvaluator: Not recordedObserved: Feb 23, 2024Confidence: Not recordedSource
2
Qwen-VL-Plus
41.2Version: zero-shotHarness: Not recordedEvaluator: Not recordedObserved: Feb 23, 2024Confidence: Not recordedSource
3
Gemini 1.0 Pro Vision
35.1Version: zero-shotHarness: Not recordedEvaluator: Not recordedObserved: Feb 23, 2024Confidence: Not recordedSource
4
InternLM XComposer2 VL 7B
33.2Version: zero-shotHarness: Not recordedEvaluator: Not recordedObserved: Feb 23, 2024Confidence: Not recordedSource
5
LLaVA 1.5 13B
18.0Version: zero-shotHarness: Not recordedEvaluator: Not recordedObserved: Feb 23, 2024Confidence: Not recordedSource
6
LLaVA 1.5 7B
17.9Version: zero-shotHarness: Not recordedEvaluator: Not recordedObserved: Feb 23, 2024Confidence: Not recordedSource
How to read this benchmark
This benchmark scores models where higher is better. Use scores for directional filtering and shortlisting, not universal quality ranking; then validate pricing, context window, provider availability, and fit for your workload.
Trust this score when
- There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
- The model list covers the same version family you can actually deploy today.
- Top candidates overlap with your required routing and feature requirements.
Be cautious when
- There is only one benchmark snapshot or the dataset appears stale.
- The benchmark metric direction is opposite of your decision objective.
- The score difference between options is narrow and likely within implementation variance.
Last reviewed: May 1, 2026