task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Schirrmeister2017 MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 56.77987328571429 |
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Schirrmeister2017 MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.819618021428572 |
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Schirrmeister2017 MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.007416166485714286 |
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Schirrmeister2017 MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 52.03144735714286 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 68.4798674678899 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 14.023694665137615 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.4211595544036697 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 68.45973491743119 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.395441841284404 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0030451742727522933 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 68.17686030275229 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.376171044495413 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002011187666788991 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 67.9113149174312 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.133613628073395 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002922431799908257 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 67.28338431192661 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.225256745229358 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0016746719404036696 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TRCSP + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 67.2357288440367 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TRCSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.659003014128441 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | TRCSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002136693423082569 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 65.74796130275229 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.20135004233945 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0015942293279908256 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 65.71304793577983 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 7.022697680733945 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0033223538248623855 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 65.1939347614679 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 12.345875044954127 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.6320094714220184 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 65.07415901834862 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.403307553027523 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0012151826062018348 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | LogVar + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 62.34913353211009 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | LogVar + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.982814494036697 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | LogVar + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0016599262179357798 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | LogVar + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 61.938583036697246 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | LogVar + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 5.312168379816514 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | LogVar + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0024540891949541284 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 59.57492357798165 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 9.95131664587156 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.1069343064220183 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 59.552752311926604 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 12.154883428440368 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.5409163972477065 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 58.44724773394495 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.6316544247706422 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.2997174272477064 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 55.90341492660551 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 13.434462706422018 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.8180092174311926 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 54.75993883486239 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.593253893211009 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0019827723381192664 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 52.70922529357799 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 11.497989633027524 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.407468192660551 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 51.19622834862385 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 12.67985970183486 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | PhysionetMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.8861695403669723 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.0049287111111 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.439084654222222 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.02593451466666667 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.39444377777778 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.783375099111111 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.14387416055555555 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.0956668888889 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.2460348456222223 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0005452296241333334 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.09376537777779 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.7434176553111111 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0006557710575999999 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.87291397777778 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.8661370398 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0006216743171333333 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TRCSP + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.78218279999999 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TRCSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.457821241711111 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TRCSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0006737686001777777 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.75479504444445 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.079450579777778 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0010797430764444445 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.41006457777777 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.356883378 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.001196510487111111 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.28086771111111 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.5159122454666667 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0006603817830888889 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.27025824444443 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.61830888 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.004687019133333334 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | LogVar + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 78.50732679999999 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | LogVar + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.2824246142888889 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | LogVar + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0005384169830822222 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | LogVar + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 78.29806786666667 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | LogVar + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.0932973742222223 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | LogVar + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0008958152281111112 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.65547846666666 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.9042913831777778 |
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand) | BNCI2014-004 MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0003528847734 |
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