Atlas

Benchmarks

← All benchmarks

SWE-bench Multimodal

Code · 2024-10-04

SWE-bench Multimodal evaluates visual software issue resolution. The original paper releases 617 tasks from 17 JavaScript libraries; model reports may use internal harnesses and modified development subsets, so their generic observations do not establish one evaluation denominator. The exact 480-task Vals v1 protocol is the preferred primary within this family; generic results remain components without assigning them the Vals task count.

Top models (higher is better)

ModelScore
Claude Opus 559.4
Claude Mythos Preview59.0
Claude Fable 554.9
Opus 4.838.4
Opus 4.734.5
Sonnet 528.1
Opus 4.627.1
Loading Atlas data…