EduArt - Multiple Choice: leaderboard

Exact-match accuracy on the 370 single-answer multiple-choice items of EduArt (2026), Italian textbook exercises and AP Art History exam questions on art history, some with images. In percent with answer-only prompting; higher is better.

Metric: Exact-match accuracy (%; the 370 single-answer multiple-choice items in Italian and English, answer-only condition, one run; higher is better). Source: arxiv.org. Saturation forecast: Estimated already saturated. 12 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.5 Flash96.5#101
2Gemini 3.1 Pro (Preview)95.7#94
3GPT-5.595.1#49
4Claude Opus 4.694.6#102
5Claude Sonnet 4.694.3#161
6Gemini 3.1 Flash Lite (Preview)92.4#418
7Qwen 3 VL 235B A22B88.6#479
8Mistral Large 384.6#817
9Claude Haiku 4.584#568
10GPT-5.4 Mini82.7#389
11GPT-5.4 Nano62.7#635

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=eduart-multiple-choice · How It Works · Data refreshed daily, snapshot 2026-11-13.