🌟 MindBigData Leaderboard 🌟

📐 The 🤗 Open MindBigData Leaderboard aims to track, rank and evaluate Brain EEG models related to the papers:
📝MindBigData 2022 A Large Dataset of Brain Signals and 📝MindBigData2023_MNIST-8B
🚀 Submit a model or paper in the community tab (Accuracy shown is multiclass prediction)

Accuracy Model DataSet Who? Paper Code
98.97% *
89.62% **		 BrainDigiCNN MindBigData2022_MNIST_EP [3Gb] *
MindBigData2022_MNIST_IN [201Mb] **		 Smita Tiwari, Shivani Goel and Arpit Bhardwaj abs 🔒 2023 n/a
96.18% *
71.60% **		 RNN MindBigData2022_MNIST_MU [289Mb] *
MindBigData2022_MNIST_EP [3Gb] **		 Nrushingh Charan Mahapatra and Prachet Bhuyan abs 🔒 2023 n/a
95.4% CNN-GAN MindBigData2022_MNIST_EP [3Gb] Nastaran Khaleghi, Shaghayegh Hashemi, Sevda Zafarmandi Ardabili, Sobhan Sheykhivand and Sebelan Danishvar pdf 2023 n/a
88% R-CNN MindBigData2022_MNIST_MU [289Mb] Andrew Perez colab 2023 yes
73.54% *
72.91% **
72.39% ***
 CNN*
LSTM**
DNN***		 MindBigData2022_Imagenet_IN [201Mb] Saumya Kushwaha, Priyanka Jain and N. K. Jain book 🔒 2023 n/a
70% CNN MindBigData2022_MNIST_EP [3Gb] Rahul Mishra, Krishan Sharma, Arnav Bhavsar pdf 2021 n/a
19.42% *
17.72% **		 Transformer MindBigData2022_MNIST_EP [3Gb] *
MindBigData2022_MNIST_MU [289Mb] ** 		Omkar Muglikar pdf 2021 n/a
16,69% EEGNet-8,2 MindBigData2022_MNIST_EP [3Gb] Xia Chen, Xiangbin Teng, Han Chen, Yafeng Pan and Philipp Geyer pdf 2023 n/a
??? ???? MindBigData2023_MNIST-8B [52Gb] no entries yet > Submit your model ??? ???
??? ???? MindBigData2023_MNIST-2B [14Gb] no entries yet > Submit your model ??? ???
??? ???? MindBigData2022_VisMNIST_Cap64_Morlet [2Gb] no entries yet > Submit your model ??? ???
??? ???? MindBigData2022_VisMNIST_Cap64 [544Mb] no entries yet > Submit your model ??? ???
??? ???? MindBigData2022_VisMNIST_MU2 [3Gb] no entries yet > Submit your model ??? ???
??? ???? MindBigData2022_Imagenet_IN_Spct [3Gb] no entries yet > Submit your model ??? ???
??? ???? MindBigData2022_MNIST_MW [217Mb] no entries yet > Submit your model ??? ???