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Papers Benchmarks Datasets Tasks

Multimodal Evaluation research benchmarks – Page 4 · SOTA2 Research

Multimodal Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Latent Denoising

56.3Noise Robustness

2

Apr 24, 2026

Latent Denoising

1,728Noise Score

2

Apr 24, 2026

MME-RealWorld zero-shot

48.03Zero-shot Accuracy

2

Feb 26, 2026

SEED-Bench Image

Mini-Gemini (MGM-2B)

63.8Score

2

Feb 26, 2026

Page 4 of 4

Popular datasets

MME MMBench SEED-Bench LLaVA-Bench SEED

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