paper-with-me

Within-Session Motor Imagery (right hand vs. feet) 벤치마크

Within-Session Motor Imagery (right hand vs. feet) on Weibo2014 MOABB

64개 결과 · ⬇ CSV · JSON

AUC-ROC

60.18 68.48 76.79 85.09 93.39 2024-04 2026-09 ACM + TS + SVM — 93.39429239999998 (2024-04-03) TS + EL — 92.3246172 (2024-04-03) TS + SVM — 91.8383288 (2024-04-03) TS + LR — 91.5263066 (2024-04-03) ShallowConvNet — 88.696109 (2024-04-03) CSP + SVM — 88.6372764 (2024-04-03) CSP + LDA — 88.59406740000001 (2024-04-03) FgMDM — 88.55835479999999 (2024-04-03) DLCSPauto + shLDA — 88.4768809 (2024-04-03) FBCSP + SVM — 88.26785749999999 (2024-04-03) DeepConvNet — 79.28683079999999 (2024-04-03) EEGNet-8,2 — 78.1468433 (2024-04-03) MDM — 65.18000699999999 (2024-04-03) EEGITNet — 62.538903499999996 (2024-04-03) EEGTCNet — 62.3676652 (2024-04-03) EEGNeX — 60.17745599999999 (2024-04-03) ACM + TS + SVM — 93.39429239999998 (2024-04-03) TS + EL — 92.3246172 (2024-04-03) TS + SVM — 91.8383288 (2024-04-03) TS + LR — 91.5263066 (2024-04-03) ShallowConvNet — 88.696109 (2024-04-03) CSP + SVM — 88.6372764 (2024-04-03) CSP + LDA — 88.59406740000001 (2024-04-03) FgMDM — 88.55835479999999 (2024-04-03) DLCSPauto + shLDA — 88.4768809 (2024-04-03) FBCSP + SVM — 88.26785749999999 (2024-04-03) DeepConvNet — 79.28683079999999 (2024-04-03) EEGNet-8,2 — 78.1468433 (2024-04-03) MDM — 65.18000699999999 (2024-04-03) EEGITNet — 62.538903499999996 (2024-04-03) EEGTCNet — 62.3676652 (2024-04-03) EEGNeX — 60.17745599999999 (2024-04-03) ACM + TS + SVM — 93.39429239999998 (2024-04-03) TS + EL — 92.3246172 (2024-04-03) TS + SVM — 91.8383288 (2024-04-03) TS + LR — 91.5263066 (2024-04-03) ShallowConvNet — 88.696109 (2024-04-03) CSP + SVM — 88.6372764 (2024-04-03) CSP + LDA — 88.59406740000001 (2024-04-03) FgMDM — 88.55835479999999 (2024-04-03) DLCSPauto + shLDA — 88.4768809 (2024-04-03) FBCSP + SVM — 88.26785749999999 (2024-04-03) DeepConvNet — 79.28683079999999 (2024-04-03) EEGNet-8,2 — 78.1468433 (2024-04-03) MDM — 65.18000699999999 (2024-04-03) EEGITNet — 62.538903499999996 (2024-04-03) EEGTCNet — 62.3676652 (2024-04-03) EEGNeX — 60.17745599999999 (2024-04-03) ACM + TS + SVM — 93.39429239999998 (2024-04-03) TS + EL — 92.3246172 (2024-04-03) TS + SVM — 91.8383288 (2024-04-03) TS + LR — 91.5263066 (2024-04-03) ShallowConvNet — 88.696109 (2024-04-03) CSP + SVM — 88.6372764 (2024-04-03) CSP + LDA — 88.59406740000001 (2024-04-03) FgMDM — 88.55835479999999 (2024-04-03) DLCSPauto + shLDA — 88.4768809 (2024-04-03) FBCSP + SVM — 88.26785749999999 (2024-04-03) DeepConvNet — 79.28683079999999 (2024-04-03) EEGNet-8,2 — 78.1468433 (2024-04-03) MDM — 65.18000699999999 (2024-04-03) EEGITNet — 62.538903499999996 (2024-04-03) EEGTCNet — 62.3676652 (2024-04-03) EEGNeX — 60.17745599999999 (2024-04-03) ACM + TS + SVM — 93.39429239999998 (2024-04-03)
RankModel AUC-ROCtraining time (s)CO2 Emission (g) PaperCodeYear
1 ACM + TS + SVM 93.39429239999998101.67049312.92276621 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
2 TS + EL 92.324617211.579891810.006040798 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
3 TS + SVM 91.83832889.111104550.0059158554199999994 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
4 TS + LR 91.52630664.602799520.001118637826 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
5 ShallowConvNet 88.69610984.4207699999999919.651363984 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
6 CSP + SVM 88.637276414.51146320.0101869405 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
7 CSP + LDA 88.594067400000012.74036186350.0004474954558 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
8 FgMDM 88.558354799999993.83310352000000030.00180466725 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
9 DLCSPauto + shLDA 88.47688094.5685647230.0007442022196 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
10 FBCSP + SVM 88.267857499999993.094510510.568418502 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
11 DeepConvNet 79.2868307999999935.997003319.414860764000004 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
12 EEGNet-8,2 78.146843324.2519924.84414613 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
13 MDM 65.180006999999992.7964769370.000844543333 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
14 EEGITNet 62.53890349999999619.21955197.962777576000001 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
15 EEGTCNet 62.367665229.5704417.512717858499999 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
16 EEGNeX 60.1774559999999944.797877416.597322944000002 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
17 ACM + TS + SVM 93.39429239999998101.67049312.92276621 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
18 TS + EL 92.324617211.579891810.006040798 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
19 TS + SVM 91.83832889.111104550.0059158554199999994 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
20 TS + LR 91.52630664.602799520.001118637826 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
21 ShallowConvNet 88.69610984.4207699999999919.651363984 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
22 CSP + SVM 88.637276414.51146320.0101869405 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
23 CSP + LDA 88.594067400000012.74036186350.0004474954558 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
24 FgMDM 88.558354799999993.83310352000000030.00180466725 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
25 DLCSPauto + shLDA 88.47688094.5685647230.0007442022196 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
26 FBCSP + SVM 88.267857499999993.094510510.568418502 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
27 DeepConvNet 79.2868307999999935.997003319.414860764000004 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
28 EEGNet-8,2 78.146843324.2519924.84414613 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
29 MDM 65.180006999999992.7964769370.000844543333 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
30 EEGITNet 62.53890349999999619.21955197.962777576000001 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
31 EEGTCNet 62.367665229.5704417.512717858499999 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
32 EEGNeX 60.1774559999999944.797877416.597322944000002 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
33 ACM + TS + SVM 93.39429239999998101.67049312.92276621 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
34 TS + EL 92.324617211.579891810.006040798 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
35 TS + SVM 91.83832889.111104550.0059158554199999994 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
36 TS + LR 91.52630664.602799520.001118637826 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
37 ShallowConvNet 88.69610984.4207699999999919.651363984 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
38 CSP + SVM 88.637276414.51146320.0101869405 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
39 CSP + LDA 88.594067400000012.74036186350.0004474954558 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
40 FgMDM 88.558354799999993.83310352000000030.00180466725 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
41 DLCSPauto + shLDA 88.47688094.5685647230.0007442022196 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
42 FBCSP + SVM 88.267857499999993.094510510.568418502 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
43 DeepConvNet 79.2868307999999935.997003319.414860764000004 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
44 EEGNet-8,2 78.146843324.2519924.84414613 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
45 MDM 65.180006999999992.7964769370.000844543333 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
46 EEGITNet 62.53890349999999619.21955197.962777576000001 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
47 EEGTCNet 62.367665229.5704417.512717858499999 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
48 EEGNeX 60.1774559999999944.797877416.597322944000002 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
49 ACM + TS + SVM 93.39429239999998101.67049312.92276621 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
50 TS + EL 92.324617211.579891810.006040798 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
51 TS + SVM 91.83832889.111104550.0059158554199999994 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
52 TS + LR 91.52630664.602799520.001118637826 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
53 ShallowConvNet 88.69610984.4207699999999919.651363984 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
54 CSP + SVM 88.637276414.51146320.0101869405 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
55 CSP + LDA 88.594067400000012.74036186350.0004474954558 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
56 FgMDM 88.558354799999993.83310352000000030.00180466725 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
57 DLCSPauto + shLDA 88.47688094.5685647230.0007442022196 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
58 FBCSP + SVM 88.267857499999993.094510510.568418502 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
59 DeepConvNet 79.2868307999999935.997003319.414860764000004 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
60 EEGNet-8,2 78.146843324.2519924.84414613 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
61 MDM 65.180006999999992.7964769370.000844543333 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
62 EEGITNet 62.53890349999999619.21955197.962777576000001 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
63 EEGTCNet 62.367665229.5704417.512717858499999 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
64 EEGNeX 60.1774559999999944.797877416.597322944000002 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
1–64 / 64 페이지당 10 20 50 100