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Papers Benchmarks Datasets Tasks

Visual Instruction Tuning research benchmarks · SOTA2 Research

Visual Instruction Tuning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LLaVA Evaluation Suite (GQA, SQA, VQAT, POPE) 1.5 (test)

68.5Average Score

7

May 25, 2026

Benchmark Suite Aggregate

65.1Average Score

6

May 18, 2026

2,429.7Score

6

May 18, 2026

49.5Score

6

May 18, 2026

50.8RQ

6

May 18, 2026

56.7Score

6

May 18, 2026

52.1Score

6

May 18, 2026

74Score

6

May 18, 2026

78.4Score

6

May 18, 2026

LLaVA Evaluation Suite v1.5

59.7MMBench

5

Feb 26, 2026

LLaVA (VQAv2, GQA, VisWiz, SQA, VQAT, POPE, MMBench) 1.5 (test val)

67.6Overall Average Score

3

Feb 26, 2026

Popular datasets

LLaVA MME MathVista CharXiv MathVerse

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