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Papers Benchmarks Datasets Tasks

Chart Reasoning research benchmarks · SOTA2 Research

Chart Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

74.2Accuracy

12

Feb 26, 2026

CharXiv Reasoning Questions

Qwen-8B-DeltaThinker

60.52Accuracy

8

May 18, 2026

CHARXIV reasoning

64.2Accuracy (All)

7

May 7, 2026

CharXiv Reasoning Queries

Qwen3-VL-30B A3B-Instruct

48.9Score

6

Feb 26, 2026

Qwen2.5-VL-7B-Instruct + GRPO + KAWHI

46.4Accuracy

3

Mar 31, 2026

45.3Accuracy

2

Feb 26, 2026

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