ModelRefs / SWE-Bench Multimodal Leaderboard — AI Model Scores

SWE-Bench Multimodal Leaderboard — AI Model Scores

Fix UI bugs that require screenshot understanding alongside code. Current leaders, methodology, and citation sources for SWE-Bench Multimodal.

Overview

Fix UI bugs that require screenshot understanding alongside code.

How it is measured: Resolve-rate on JavaScript repos with attached screenshots.

How this benchmark is scored

Categorycoding
Maximum score100 % resolved
DirectionHigher is better

Primary source: https://www.swebench.com/multimodal.html

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