PK PyTorchKR Papers
← Image Classification
Papers with Code · CC BY-SA 4.0

DF20

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
80.45
Top-3
91.68
F1 - macro
0.743
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ViT-Base/16 (384)
Top-1
79.48
Top-3
90.95
F1 - macro
0.727
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
SE-ResNeXt-101-32x4d
Top-1
77.13
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B5 (299)
Top-1
76.1
Top-3
88.85
F1 - macro
0.678
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B3 (299)
Top-1
75.69
Top-3
88.72
F1 - macro
0.673
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ViT-Large/16 (224)
Top-1
75.29
Top-3
88.34
F1 - macro
0.675
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
SE-ResNeXt-101-32x4d (224)
Top-1
74.26
Top-3
87.78
F1 - macro
0.66
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B1 (299)
Top-1
74.08
Top-3
87.68
F1 - macro
0.654
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
Inception-ResNet-V2 (299)
Top-1
74.01
Top-3
87.49
F1 - macro
0.651
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B0 (299)
Top-1
73.65
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ResNet-50 (299)
Top-1
73.49
Top-3
87.13
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
Inception-V4 (299)
Top-1
73
Top-3
86.87
F1 - macro
0.637
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B3 (224)
Top-1
72.51
Top-3
86.77
F1 - macro
0.634
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
Inception-V3 (299)
Top-1
72.1
Top-3
86.58
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
EfficientNet-B0 (224)
Top-1
70.33
Top-3
85.19
F1 - macro
0.613
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
MobileNet-V2 (299)
Top-1
69.77
Top-3
85.01
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ResNet-18
Top-1
67.13
Top-3
82.65
F1 - macro
0.580
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
SE-ResNeXt-101-32x4d (299)
Top-3
89.48
F1 - macro
0.693
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1
ResNet-34 (299)
Top-3
84.76
F1 - macro
0.60
 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
2021-03-18		 코드 1