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Ferret-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

Ferret-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Referring Expression Grounding

Ferret-Bench

77.1Accuracy (avg)

18

Multimodal Referring and Grounding

Ferret-Bench v1.0 (test)

79.9Referring Description

10

Spatial Understanding

Ferret Bench (test)

77.5Referring Description Accuracy

7

Region-level detailed image captioning

Ferret-Bench

64.8Referential Description Score

4

Referring Reasoning

Ferret-Bench (val)

67.8Accuracy

4

Referring Description

Ferret-Bench (val)

72.2Accuracy

4

Popular tasks

Referring Description Referring Reasoning Referring Expression Grounding Multimodal Referring and Grounding Spatial Understanding

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