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Document and chart understanding on CharXiv DQ

98.4Pass@1Kimi K2.5 + ETCHR
59.71269.75679.889.844May 11, 2025Jul 19, 2025Sep 26, 2025Dec 4, 2025Feb 11, 2026Apr 21, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Kimi K2.5 + ETCHRTemperature=02026.0598.4
Kimi K2.5Temperature=02026.0598.3
Gemini-3.1-Flash-Lite + ETCHRTemperature=02026.0594.6
Gemini 1.5 Prothinking=true, decoding=greedy2025.0594.4
Gemini-3-Pro High2026.0694.4
Gemini-3.1-Flash-LiteTemperature=02026.0593.8
GPT-5.2 High2026.0693.8
Seed2.0 Pro2026.0693.5
Seed2.0 Lite2026.0693.3
Claude-Opus-4.52026.0692.7
Seed 1.5-VLthinking=true, decoding=greedy2025.0592.6
Seed 1.5-VLthinking=false, decoding=greedy2025.0592.6
Claude 3.7 Sonnetthinking=true, decoding=sampling2025.0592
Seed2.0 Mini2026.0691.9
OpenAI o1thinking=true, decoding=greedy2025.0588.9
Seed1.82026.0688
Qwen 2.5-VL 72Bthinking=false, decoding=greedy2025.0587.4
Qwen3-VL-8B + ETCHRTemperature=02026.0586.8
GPT-4othinking=false, decoding=greedy2025.0586.5
Qwen3-VL-8BTemperature=02026.0585
DeepEyesV2Temperature=0, Max tool invocations=102026.0578.6
ThymeTemperature=0, Max tool invocations=102026.0566.1
Bagel-Zebra-CoTTemperature=0, Max image generations=102026.0562.8
ThinkMorph-7BTemperature=0, Max image generations=102026.0561.2