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Papers Benchmarks Datasets Tasks

USIS dataset and benchmarks · SOTA2 Research

Research Datasets

USIS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Open-vocabulary Segmentation

USIS16K

60.45Average Accuracy (aAcc)

18

Open-vocabulary Segmentation

USIS10K

75.04aAcc

18

Multi-class Instance Segmentation

USIS10K

66.8mAP

16

Instance Segmentation

USIS 16K

85.7mAP

11

Class-Agnostic Instance Segmentation

USIS10K

64.6mAP

11

Salient Instance Segmentation

USIS16K source (test)

85.7mAP

9

Popular tasks

Open-Vocabulary Segmentation Instance Segmentation Salient Instance Segmentation Class-agnostic instance segmentation Multi-class Instance Segmentation

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