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DF20 - Mini

아카이브 평가 19건 · 마지막 적재/변경

원본 데이터셋 링크 1

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
ViT-Large/16 (384)
Top-1
75.85
Top-3
89.95
F1 - macro
0.669
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ViT-Base/16 (384)
Top-1
74.23
Top-3
89.12
F1 - macro
0.639
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
SE-ResNeXt-101-32x4d
Top-1
72.23
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ViT-Large/16 (224)
Top-1
71.04
Top-3
86.15
F1 - macro
0.603
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B3 (299)
Top-1
69.59
Top-3
85.55
F1 - macro
0.59
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
SE-ResNeXt-101-32x4d (224)
Top-1
68.87
Top-3
85.14
F1 - macro
0.585
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B5 (299)
Top-1
68.76
Top-3
85
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ResNet-50 (299)
Top-1
68.49
Top-3
85.22
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B1 (299)
Top-1
68.35
Top-3
84.67
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B0 (299)
Top-1
67.94
Top-3
85.71
F1 - macro
0.567
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
Inception-V4 (299)
Top-1
67.45
Top-3
82.78
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B3 (224)
Top-1
67.39
Top-3
83.74
F1 - macro
0.55
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
Inception-V3 (299)
Top-1
65.91
Top-3
82.97
F1 - macro
0.535
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B0 (224)
Top-1
65.66
Top-3
83.65
F1 - macro
0.531
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
MobileNet-V2 (299)
Top-1
65.58
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
Inception-ResNet-V2 (299)
Top-1
64.67
Top-3
81.42
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ResNet-18
Top-1
62.91
Top-3
81.65
F1 - macro
0.514
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
SE-ResNeXt-101-32x4d (299)
Top-3
87.28
F1 - macro
0.62
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ResNet-34 (299)
Top-3
83.52
F1 - macro
0.559
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1