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Papers Benchmarks Datasets Tasks

Aggregated Performance Evaluation research benchmarks · SOTA2 Research

Aggregated Performance Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GQA, MME, POPE, MMStar, OCRBench, and ChartQA Aggregate

58.7Average Deviation Rate (ADR)

16

Apr 21, 2026

VLM Evaluation Average

100Average Relative Performance

11

Apr 21, 2026

Popular datasets

VLM Evaluation GQA, MME, POPE, MMStar, OCRBench, and ChartQA

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