List your company
ResearchFormerly WizWand

Chart Understanding on ChartQA (Pass@1)

94.1Pass@1Kimi K2.5 + ETCHR
70.90876.92982.9588.971May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Kimi K2.5 + ETCHRTemperature=02026.0594.1
Kimi K2.5Temperature=02026.0593.7
DeepEyesV2Temperature=0, Max tool invocations=102026.0588.4
Qwen3-VL-8B + ETCHRTemperature=02026.0588.4
Qwen3-VL-8BTemperature=02026.0586.7
ThymeTemperature=0, Max tool invocations=102026.0586.5
Gemini-3.1-Flash-Lite + ETCHRTemperature=02026.0583.3
Gemini-3.1-Flash-LiteTemperature=02026.0581.2
ThinkMorph-7BTemperature=0, Max image generations=102026.0576.4
Bagel-Zebra-CoTTemperature=0, Max image generations=102026.0571.8