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Papers Benchmarks Datasets Tasks

CRPE dataset and benchmarks · SOTA2 Research

Research Datasets

CRPE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Hallucination Evaluation

CRPE relation

79.1Accuracy

23

Hallucination Evaluation

CRPE

75.6Score

14

Multimodal Hallucination Evaluation

CRPE

96.8Existence Score

13

Compositional Reasoning and Perception Evaluation

CRPE

94.15Exist Score

13

Spatial Reasoning

CRPE

82.2Subject Accuracy

12

Spatial Understanding

CRPE

77.15Accuracy

11

Discriminative Hallucination Detection

CRPE R

70.7Accuracy

10

Vision-Centric Understanding

CRPE

77Accuracy

9

Spatial Reasoning

CRPE

80.21Accuracy

7

CRPE

80.21Accuracy

7

General Visual Question Answering

CRPE relation

79.2Score

5

Relation Comprehension

CRPE (Subject, Predicate, Object)

69.21Subject Accuracy

3

Object Recognition

CRPE Existence

92.14Existence Accuracy

3

Popular tasks

Hallucination Evaluation Spatial Reasoning object recognition Spatial Understanding General Visual Question Answering

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