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Vision-centric Reasoning research benchmarks · SOTA2 Research

Vision-centric Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

75.4Accuracy

68

Jun 26, 2026

V* Bench (Overall)

Qwen3-VL-4B + SD-RPN

96.5Attribute Score

24

Apr 10, 2026

86.3Accuracy

21

Mar 5, 2026

Long Grounded Thoughts (SFT + GRPO)

83.8Accuracy

12

Feb 26, 2026

68Accuracy

11

Mar 5, 2026

Long Grounded Thoughts (SFT + GRPO)

68.4Accuracy

10

Feb 26, 2026

Relative Reflect

41.8Accuracy

4

Jun 24, 2026

30Accuracy

4

Jun 24, 2026

Popular datasets

RealworldQA MMStar V*Bench MMVP MuirBench

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