AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

AI2D

AI2D is a dataset of 4,903 illustrative diagrams from grade school natural sciences (such as food webs, human physiology, and life cycles) with over 15,000 multiple choice questions and answers. The benchmark evaluates diagram understanding and visual reasoning capabilities, requiring models to interpret diagrammatic elements, relationships, and structure to answer questions about scientific concepts represented in visual form.

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 33

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Claude 3.5 Sonnet0.947Not recordedNot recorded2024-10-22 · model_announcementLLM Stats
Qwen3.6 Plus0.944Not recordedNot recorded2026-04-02 · model_announcementLLM Stats
GPT-4o0.942Not recordedNot recorded2024-08-06 · model_announcementLLM Stats
Pixtral Large0.938Not recordedNot recorded2024-11-18 · model_announcementLLM Stats
Qwen3.5-122B-A10B0.933Not recordedNot recorded2026-02-24 · model_announcementLLM Stats
Mistral Small 3.2 24B Instruct0.9291Not recordedNot recorded2025-06-20 · model_announcementLLM Stats
Qwen3.5-27B0.929Not recordedNot recorded2026-02-24 · model_announcementLLM Stats
Qwen3.6-35B-A3B0.927Not recordedNot recorded2026-04-16 · model_announcementLLM Stats
Qwen3.5-35B-A3B0.926Not recordedNot recorded2026-02-24 · model_announcementLLM Stats
Llama 3.2 90B Instruct0.923Not recordedNot recorded2024-09-25 · model_announcementLLM Stats
Llama 3.2 11B Instruct0.911Not recordedNot recorded2024-09-25 · model_announcementLLM Stats
Qwen3 VL 235B A22B Instruct0.897Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Instruct0.895Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 235B A22B Thinking0.892Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Thinking0.889Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen2.5 VL 72B Instruct0.884Not recordedNot recorded2025-01-26 · model_announcementLLM Stats
Grok-1.5V0.883Not recordedNot recorded2024-04-12 · model_announcementLLM Stats
Qwen3 VL 30B A3B Thinking0.869Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Instruct0.857Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Instruct0.85Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Thinking0.849Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 4B Thinking0.849Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Gemma 3 27B0.845Not recordedNot recorded2025-03-12 · model_announcementLLM Stats
Gemma 3 12B0.842Not recordedNot recorded2025-03-12 · model_announcementLLM Stats
Qwen3 VL 4B Instruct0.841Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen2.5-Omni-7B0.832Not recordedNot recorded2025-03-27 · model_announcementLLM Stats
Phi-4-multimodal-instruct0.823Not recordedNot recorded2025-02-01 · model_announcementLLM Stats
DeepSeek VL20.814Not recordedNot recorded2024-12-13 · model_announcementLLM Stats
DeepSeek VL2 Small0.8Not recordedNot recorded2024-12-13 · model_announcementLLM Stats
Phi-3.5-vision-instruct0.781Not recordedNot recorded2024-08-23 · model_announcementLLM Stats
North Micro Vision Instruct0.775Not recordedNot recorded2026-08-12 · model_announcementLLM Stats
Gemma 3 4B0.748Not recordedNot recorded2025-03-12 · model_announcementLLM Stats
DeepSeek VL2 Tiny0.716Not recordedNot recorded2024-12-13 · model_announcementLLM Stats