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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.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- multimodal
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 51
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Claude Mythos Preview | 0.932 | Not recorded | Not recorded | 2026-04-07 · model_announcement | LLM Stats |
| Kimi K3 | 0.913 | Not recorded | Not recorded | 2026-07-16 · model_announcement | LLM Stats |
| Claude Opus 4.7 | 0.91 | Not recorded | Not recorded | 2026-04-16 · model_announcement | LLM Stats |
| Qwen3.8-27B | 0.902 | Not recorded | Not recorded | 2026-08-14 · model_announcement | LLM Stats |
| Claude Opus 4.8 | 0.899 | Not recorded | Not recorded | 2026-05-28 · model_announcement | LLM Stats |
| Gemini 3.6 Flash | 0.894 | Not recorded | Not recorded | 2026-07-21 · model_announcement | LLM Stats |
| Gemini 3.7 Flash | 0.887 | Not recorded | Not recorded | 2026-08-13 · model_announcement | LLM Stats |
| Muse Spark 1.1 | 0.884 | Not recorded | Not recorded | 2026-07-09 · model_announcement | LLM Stats |
| Claude Sonnet 5 | 0.883 | Not recorded | Not recorded | 2026-06-30 · model_announcement | LLM Stats |
| Kimi K2.6 | 0.867 | Not recorded | Not recorded | 2026-04-20 · model_announcement | LLM Stats |
| Seed 2.1 Pro | 0.864 | Not recorded | Not recorded | 2026-06-24 · model_announcement | LLM Stats |
| Muse Spark | 0.864 | Not recorded | Not recorded | 2026-04-08 · model_announcement | LLM Stats |
| Qwen3.7-Plus | 0.859 | Not recorded | Not recorded | 2026-05-31 · model_announcement | LLM Stats |
| Gemini 3.5 Flash | 0.842 | Not recorded | Not recorded | 2026-05-19 · model_announcement | LLM Stats |
| Seed 2.1 Turbo | 0.836 | Not recorded | Not recorded | 2026-06-24 · model_announcement | LLM Stats |
| GPT-5.2 | 0.821 | Not recorded | Not recorded | 2025-12-11 · model_announcement | LLM Stats |
| GPT-5.5 Instant | 0.816 | Not recorded | Not recorded | 2026-05-05 · model_announcement | LLM Stats |
| Qwen3.6 Plus | 0.815 | Not recorded | Not recorded | 2026-04-02 · model_announcement | LLM Stats |
| Gemini 3 Pro | 0.814 | Not recorded | Not recorded | 2025-11-18 · model_announcement | LLM Stats |
| GPT-5 | 0.811 | Not recorded | Not recorded | 2025-08-07 · model_announcement | LLM Stats |
| MiMo-V2.5 | 0.81 | Not recorded | Not recorded | 2026-04-22 · model_announcement | LLM Stats |
| Gemini 3 Flash | 0.803 | Not recorded | Not recorded | 2025-12-17 · model_announcement | LLM Stats |
| Qwen3.5-27B | 0.795 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Muse Glimmer-30B | 0.788 | Not recorded | Not recorded | 2026-08-10 · model_announcement | LLM Stats |
| o3 | 0.786 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| Qwen3.6-27B | 0.784 | Not recorded | Not recorded | 2026-04-21 · model_announcement | LLM Stats |
| Qwen3.6-35B-A3B | 0.78 | Not recorded | Not recorded | 2026-04-16 · model_announcement | LLM Stats |
| Qwen3.5-35B-A3B | 0.775 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Kimi K2.5 | 0.775 | Not recorded | Not recorded | 2026-01-27 · model_announcement | LLM Stats |
| Inkling-Small | 0.774 | Not recorded | Not recorded | 2026-07-30 · model_announcement | LLM Stats |
| Claude Opus 4.6 | 0.774 | Not recorded | Not recorded | 2026-02-05 · model_announcement | LLM Stats |
| Qwen3.5-122B-A10B | 0.772 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Gemini 3.5 Flash-Lite | 0.765 | Not recorded | Not recorded | 2026-07-21 · model_announcement | LLM Stats |
| Gemini 3.1 Flash-Lite | 0.732 | Not recorded | Not recorded | 2026-03-03 · model_announcement | LLM Stats |
| o4-mini | 0.72 | Not recorded | Not recorded | 2025-04-16 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Thinking | 0.661 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 32B Thinking | 0.652 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 32B Instruct | 0.628 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 235B A22B Instruct | 0.621 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| GPT-4o | 0.588 | Not recorded | Not recorded | 2024-08-06 · model_announcement | LLM Stats |
| GPT-4.1 mini | 0.568 | Not recorded | Not recorded | 2025-04-14 · model_announcement | LLM Stats |
| GPT-4.1 | 0.567 | Not recorded | Not recorded | 2025-04-14 · model_announcement | LLM Stats |
| Qwen3 VL 30B A3B Thinking | 0.566 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| GPT-4.5 | 0.554 | Not recorded | Not recorded | 2025-02-27 · model_announcement | LLM Stats |
| Qwen3 VL 8B Thinking | 0.53 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Command A+ | 0.527 | Not recorded | Not recorded | 2026-05-20 · model_announcement | LLM Stats |
| Qwen3 VL 4B Thinking | 0.503 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 30B A3B Instruct | 0.489 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| Qwen3 VL 8B Instruct | 0.464 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |
| GPT-4.1 nano | 0.405 | Not recorded | Not recorded | 2025-04-14 · model_announcement | LLM Stats |
| Qwen3 VL 4B Instruct | 0.397 | Not recorded | Not recorded | 2025-09-22 · model_announcement | LLM Stats |