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Papers Benchmarks Datasets Tasks

ARO dataset and benchmarks · SOTA2 Research

Research Datasets

ARO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Compositional Understanding

ARO

86.7Relational Score

27

Compositional Reasoning

ARO

83.6Relation Score

17

Vision-Language Compositional Reasoning

ARO

0.804Accuracy

14

Compositional Evaluation

ARO-A (test)

84.49Accuracy

13

Order Sensitivity

ARO

99.4Flickr30K Order

13

Relational Understanding

ARO

59Relation Accuracy

6

Compositional Attribution

ARO Attribution

77.1Accuracy

4

Compositional Retrieval

ARO Retrieval

83.6Accuracy

4

Compositional Reasoning

ARO (test)

83.7Relation Score

4

Vision-Language Compositional Reasoning

ARO (test)

71.4VG-Rel

4

Popular tasks

Compositional Reasoning Vision-Language Compositional Reasoning Multimodal Compositional Understanding Relational Understanding Order Sensitivity

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