AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

CharXiv-R

CharXiv-R is the reasoning component of the CharXiv benchmark, focusing on complex reasoning questions that require synthesizing information across visual chart elements. It evaluates multimodal large language models on their ability to understand and reason about scientific charts from arXiv papers through various reasoning tasks.

评测信息与证据

来源
LLM Stats
发布者
未收录
评测发布日期
未收录
采集日期
2026-08-17
模态
multimodal

本站保留来源报告的结果,不代表独立复测。请先核对任务版本、评测协议、分数单位和报告日期;不同运行条件不能直接合并为统一排名。

原始资料

报告成绩 51

按来源中的观察顺序展示,顺序不代表排名。日期保留原始精度。

模型数值单位协议报告日期与口径来源
Claude Mythos Preview0.932未收录未收录2026-04-07 · model_announcementLLM Stats
Kimi K30.913未收录未收录2026-07-16 · model_announcementLLM Stats
Claude Opus 4.70.91未收录未收录2026-04-16 · model_announcementLLM Stats
Qwen3.8-27B0.902未收录未收录2026-08-14 · model_announcementLLM Stats
Claude Opus 4.80.899未收录未收录2026-05-28 · model_announcementLLM Stats
Gemini 3.6 Flash0.894未收录未收录2026-07-21 · model_announcementLLM Stats
Gemini 3.7 Flash0.887未收录未收录2026-08-13 · model_announcementLLM Stats
Muse Spark 1.10.884未收录未收录2026-07-09 · model_announcementLLM Stats
Claude Sonnet 50.883未收录未收录2026-06-30 · model_announcementLLM Stats
Kimi K2.60.867未收录未收录2026-04-20 · model_announcementLLM Stats
Seed 2.1 Pro0.864未收录未收录2026-06-24 · model_announcementLLM Stats
Muse Spark0.864未收录未收录2026-04-08 · model_announcementLLM Stats
Qwen3.7-Plus0.859未收录未收录2026-05-31 · model_announcementLLM Stats
Gemini 3.5 Flash0.842未收录未收录2026-05-19 · model_announcementLLM Stats
Seed 2.1 Turbo0.836未收录未收录2026-06-24 · model_announcementLLM Stats
GPT-5.20.821未收录未收录2025-12-11 · model_announcementLLM Stats
GPT-5.5 Instant0.816未收录未收录2026-05-05 · model_announcementLLM Stats
Qwen3.6 Plus0.815未收录未收录2026-04-02 · model_announcementLLM Stats
Gemini 3 Pro0.814未收录未收录2025-11-18 · model_announcementLLM Stats
GPT-50.811未收录未收录2025-08-07 · model_announcementLLM Stats
MiMo-V2.50.81未收录未收录2026-04-22 · model_announcementLLM Stats
Gemini 3 Flash0.803未收录未收录2025-12-17 · model_announcementLLM Stats
Qwen3.5-27B0.795未收录未收录2026-02-24 · model_announcementLLM Stats
Muse Glimmer-30B0.788未收录未收录2026-08-10 · model_announcementLLM Stats
o30.786未收录未收录2025-04-16 · model_announcementLLM Stats
Qwen3.6-27B0.784未收录未收录2026-04-21 · model_announcementLLM Stats
Qwen3.6-35B-A3B0.78未收录未收录2026-04-16 · model_announcementLLM Stats
Qwen3.5-35B-A3B0.775未收录未收录2026-02-24 · model_announcementLLM Stats
Kimi K2.50.775未收录未收录2026-01-27 · model_announcementLLM Stats
Inkling-Small0.774未收录未收录2026-07-30 · model_announcementLLM Stats
Claude Opus 4.60.774未收录未收录2026-02-05 · model_announcementLLM Stats
Qwen3.5-122B-A10B0.772未收录未收录2026-02-24 · model_announcementLLM Stats
Gemini 3.5 Flash-Lite0.765未收录未收录2026-07-21 · model_announcementLLM Stats
Gemini 3.1 Flash-Lite0.732未收录未收录2026-03-03 · model_announcementLLM Stats
o4-mini0.72未收录未收录2025-04-16 · model_announcementLLM Stats
Qwen3 VL 235B A22B Thinking0.661未收录未收录2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Thinking0.652未收录未收录2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Instruct0.628未收录未收录2025-09-22 · model_announcementLLM Stats
Qwen3 VL 235B A22B Instruct0.621未收录未收录2025-09-22 · model_announcementLLM Stats
GPT-4o0.588未收录未收录2024-08-06 · model_announcementLLM Stats
GPT-4.1 mini0.568未收录未收录2025-04-14 · model_announcementLLM Stats
GPT-4.10.567未收录未收录2025-04-14 · model_announcementLLM Stats
Qwen3 VL 30B A3B Thinking0.566未收录未收录2025-09-22 · model_announcementLLM Stats
GPT-4.50.554未收录未收录2025-02-27 · model_announcementLLM Stats
Qwen3 VL 8B Thinking0.53未收录未收录2025-09-22 · model_announcementLLM Stats
Command A+0.527未收录未收录2026-05-20 · model_announcementLLM Stats
Qwen3 VL 4B Thinking0.503未收录未收录2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Instruct0.489未收录未收录2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Instruct0.464未收录未收录2025-09-22 · model_announcementLLM Stats
GPT-4.1 nano0.405未收录未收录2025-04-14 · model_announcementLLM Stats
Qwen3 VL 4B Instruct0.397未收录未收录2025-09-22 · model_announcementLLM Stats