← Within-Session Motor Imagery (left hand vs. right hand)
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Schirrmeister2017 MOABB

아카이브 평가 19건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
ACM + TS + SVM
AUC-ROC
88.70422614285715
training time (s)
327.9551457142857
CO2 Emission (g)
9.49335965
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
TS + EL
AUC-ROC
88.64610935714285
training time (s)
27.018976428571428
CO2 Emission (g)
0.044947839499999996
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
TS + SVM
AUC-ROC
87.64284414285714
training time (s)
11.905010892857144
CO2 Emission (g)
0.020339250814285715
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
TS + LR
AUC-ROC
87.21996714285714
training time (s)
8.187318035714286
CO2 Emission (g)
0.005596339442857143
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
FgMDM
AUC-ROC
86.71347114285714
training time (s)
67.09638471428572
CO2 Emission (g)
0.10021865657142857
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
ShallowConvNet
AUC-ROC
84.81764307142858
training time (s)
268.71988714285715
CO2 Emission (g)
0.48519369357142855
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
FBCSP + SVM
AUC-ROC
81.44109821428572
training time (s)
138.46111907142856
CO2 Emission (g)
25.420092035714283
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
DeepConvNet
AUC-ROC
81.2303262857143
training time (s)
109.64171142857143
CO2 Emission (g)
0.19315654464285714
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
EEGNet-8,2
AUC-ROC
80.20351621428571
training time (s)
87.55805742857142
CO2 Emission (g)
0.13953920821428573
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
LogVar + SVM
AUC-ROC
79.41504057142856
training time (s)
22.148402514285713
CO2 Emission (g)
0.020349772242857143
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
CSP + SVM
AUC-ROC
79.23637321428572
training time (s)
23.25204464285714
CO2 Emission (g)
0.032244818214285716
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
TRCSP + LDA
AUC-ROC
79.1367927142857
training time (s)
16.598896885714286
CO2 Emission (g)
0.018842971650000002
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
LogVar + LDA
AUC-ROC
78.43861257142856
training time (s)
10.265415285714285
CO2 Emission (g)
0.014727059297142856
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
CSP + LDA
AUC-ROC
77.23480071428571
training time (s)
10.583879442857143
CO2 Emission (g)
0.005735273075
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
DLCSPauto + shLDA
AUC-ROC
77.02151357142857
training time (s)
10.114322803571428
CO2 Emission (g)
0.005144324647142857
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
EEGTCNet
AUC-ROC
75.61966142857143
training time (s)
261.3786007142857
CO2 Emission (g)
0.43859431071428573
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
EEGITNet
AUC-ROC
74.66472221428572
training time (s)
113.00491099999999
CO2 Emission (g)
0.19887899714285712
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
EEGNeX
AUC-ROC
68.58403092857142
training time (s)
341.07117250000005
CO2 Emission (g)
0.6476672135714285
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1
MDM
AUC-ROC
61.52606428571429
training time (s)
5.6453727
CO2 Emission (g)
0.00449722365
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
2024-04-03
코드 1