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Papers Benchmarks Datasets Tasks

Mouse dataset and benchmarks · SOTA2 Research

Research Datasets

Mouse

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Keypoint Detection

Mouse5K

97.37PCK@0.10

13

Reconstruction of Discrete Branching Dynamics

Mouse 50D (t=2)

6.211W1

12

Mouse

2.81ESA

12

Cell population dynamics prediction

50D Mouse (t=1)

5.486W1 Score

11

Mouse BigNeuron (test)

2.81ESA

8

Cell state distribution prediction

Mouse 50D (held-out)

6.586Mean W1 Score

8

De novo peptide sequencing

Mouse

79.2AA Precision

7

Neuron segmentation

Mouse

52.73F1 Score (%)

6

Neuron Segmentation

Mouse (test)

52.73F1 Score

4

Spatially resolved gene expression prediction

Mouse STimage-1K4M

0.039MSE

4

Inference Time Comparison

MOUSE

1,638Speedup (RK)

1

Popular tasks

Neuron Segmentation Neuron Tracing Spatially resolved gene expression prediction Keypoint Detection De novo peptide sequencing

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