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Papers Benchmarks Datasets Tasks

BCI dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

BCI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Virtual Staining

BCI 977 images (test)

34.6FID

5

Tree crown segmentation

BCI50ha Tropical

37.5mAP (All)

5

Cross-session BCI decoding

BCI

106Recovery

4

Error Detection

BCI-IV-2a (mean over 3 folds)

0.636AUROC

3

EEG Classification

BCI 2a IV

38.8Accuracy

3

Posterior inference

BCI q_mixture(theta)

0.87RMSE

3

Posterior inference

BCI q_strong(theta)

0.25RMSE

3

Posterior inference

BCI q_mild(theta)

0.55RMSE

3

EEG authentication

BCI IV 2a

97.65Accuracy

1

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Popular tasks

Virtual Staining Classification Posterior Inference Domain Generalization RoI-level classification

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