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C. elegans dataset and benchmarks · SOTA2 Research

Research Datasets

C. elegans

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

C. elegans

0.61ARI

7

Super-Resolution

C. elegans evaluation 2

40.95PSNR

6

Super-Resolution

C. elegans 1 (evaluation)

33.18PSNR

6

3D Image Reconstruction

C. elegans 3 (evaluation)

34.81PSNR

6

Lineage Inference

C. elegans 500–750

66.3Ratio Observed Time Points

4

Lineage Inference

C. elegans 300–500

45.8Ratio of Observed Time Points

4

Lineage Inference

C. elegans 100–300

15.4Ratio of Observed Time Points

4

Connectome Inference

C. elegans neural connectomes

88.2AUC

4

C. elegans annotation

C. elegans (test)

96.4Accuracy

3

3D Posture Reconstruction

C. elegans manual annotations 237 poses

1.46Mean Pixel Distance

2

3D Posture Reconstruction

C. elegans manual annotations 226 poses

1.34Mean Pixel Distance

2

Cell Shape Generation

C. elegans (test)

36.5Size (µm³)

2

3D Posture Reconstruction

C. elegans manual annotations 487 poses

1.53Mean Pixel Distance

1

Popular tasks

3D Posture Reconstruction Lineage Inference Super-Resolution Clustering Cell Shape Generation

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