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Papers Benchmarks Datasets Tasks

Berkeley dataset and benchmarks · SOTA2 Research

Research Datasets

Berkeley

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interactive Segmentation

Berkeley

1.38NoC@90

235

Promptable Segmentation

Berkeley

88.44IoU

15

Interactive Segmentation

Berkeley (test)

90IoU@1

12

Non-Blind Deblurring

Berkeley (50 images)

26PSNR (dB) at sigma_n=2.55

12

Interactive Instance Segmentation

Berkeley (test)

2.7NoC @ 90%

11

Clickability Model Evaluation

Berkeley (test)

0.11KS

5

Interactive Segmentation

Berkeley 32 (test)

3.36NoC@90 (100 Clicks)

5

Video Extraction

Berkeley oracle-link

100Precision

3

Image Extraction

Berkeley oracle-link

100Precision

3

Text Extraction

Berkeley oracle-link

77.29Precision

3

Multimodal Video Extraction

Berkeley

100Precision

3

Multimodal Image Extraction

Berkeley

99.56Precision

3

Multimodal Text Extraction

Berkeley

77.08Precision

3

Popular tasks

Interactive Segmentation Non-blind deblurring Interactive Instance Segmentation Clickability Model Evaluation Promptable Segmentation

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