SPM-Bench - Exact Match: leaderboard

Metric: Exact match (0-1, shown times 100): share of questions whose selected option set equals the correct set exactly, over 2,703 PhD-level multi-select image questions on scanning probe and electron microscopy (STM, AFM, SEM, TEM) synthesized from 2023-2025 papers; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 17 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 Plus83.2#123
2Claude Opus 4.779.3#45
3Kimi K2.579#139
4Claude Sonnet 4.673.4#85
5GPT-5.270.6#105
6Claude Opus 4.669.6#60
7GPT-5.169.6#131
8Seed 2.0 Pro67.4#111
9Qwen 3.6 Plus65.8#113
10Gemini 3.1 Pro (Preview)65.4#54
11Claude Opus 4.558.3#79
12GPT-5.554.6#26
13Gemini 3 Flash (Preview)52.6#78
14Qwen 3 VL 235B A22B (Thinking)48.9#228 (Qwen 3 VL 235B A22B)

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=spm-bench-exact-match · How It Works · Data refreshed daily, snapshot 2026-10-11.