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Papers Benchmarks Datasets Tasks

Lisa dataset and benchmarks · SOTA2 Research

Research Datasets

Lisa

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Visual Grounding

Lisa Grounding

75.69Accuracy

18

Visual Grounding

LISA (test)

81.14Accuracy

12

Reasoning Segmentation

LISA

67.24Accuracy

10

Reason-intensive Grounding

Lisa Grounding

66.7P@0.5

8

Visual Grounding

Lisa

71.29Accuracy

8

Basal Ganglia Segmentation

LISA Task 2b

0.032Normalized Average

6

Hippocampus Segmentation

LISA Task 2a

0.183NormAvg

6

Reasoning Grounding

LISA-grounding (test)

68.5Accuracy @ IoU 0.5

5

Single-image Grounding

LISA

59.44cIoU

3

Popular tasks

Visual Grounding Reasoning Segmentation Single image Grounding Reasoning Grounding Hippocampus Segmentation

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