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Papers Benchmarks Datasets Tasks

MME dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

MME

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-modal Perception Evaluation

MME Perception

1,533Perception Score

43

Multimodal Perception

MME

2,304Total Score

42

Multimodal Perception and Cognition

MME (test)

2,396Overall Score

39

Multimodal Understanding

MME

2,494.5Sum Score

39

Visual Question Answering

MME

2,448MME Total Score

38

Multimodal Perception Evaluation

MME-P

1,687Perception Score

37

Vision-Language Evaluation

MME

2,498MME Score

36

Multimodal Perception

MME P

1,682.6MME-P Score

35

Multimodal Cognition

MME Cognition

525Cognition Score

34

Multi-modal Understanding

MME

1,862Total Score

32

Multi-modal Evaluation

MME (test)

1,666Perception Score

32

Multimodal Perception and Reasoning

MME

74.4MME Score

31

Vision-Language Capability Evaluation

MME

2,349Score

31

Multimodal Understanding

MME Perception (test)

1,696Perception Score

31

Multimodal Performance Evaluation

MME perception

195Existence Score

30

Multimodal Evaluation

MME-R

52.48Score

30

Multimodal Evaluation

MME

1,854.51Total Score

30

Multimodal Understanding

MME

2,306.5Absolute Score

28

Visual Perception

MME

1,726.77Perception Score

28

Multimodal Model Evaluation

MME

2,369.1MME Score

26

Multimodal Understanding and Reasoning

MME

78.7MME Score

26

Perception and Cognition Evaluation

MME

1,842Score

25

Multi-modal Understanding

MME

2,371.9MME Score

25

Multimodal Understanding

MME

1,527.34Perc. Score

24

Multi-modal Large Language Model Evaluation

MME

709.9MME Hall Total Score

24

Page 2 of 10

Popular tasks

Multimodal Evaluation Multimodal Understanding Hallucination Evaluation Multimodal Perception Multimodal Model Evaluation

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