fMoW
Benchmarks
TaskDatasetSOTA resultTrendResults
fMoW (test)
98.96Top-1 Accuracy
60
fMoW (val)
79.3Accuracy
34
fMoW
81.7Accuracy
21
FMoW (test)
27.75WG Score
20
fMoW
56.56Top-1 Accuracy
15
FMOW ID
68.6Accuracy
15
FMoW
32.11FID
13
FMoW Temporal Shift
0.869R2 Score
12
FMoW (test)
99.88F1 Score (Fake Class)
12
fMoW-RGB
69.2Top-1 Acc
12
FMoW
2.33MAE
11
FMoW WILDS
42.8Worst-Region Accuracy
11
FMoW OOD (test)
42.8Worst Group Accuracy
10
FMoW ID (test)
69.2Accuracy
10
fMoW (test)
98.41Accuracy
10
FMoW WILDS (test)
46.4WC Accuracy
10
FMoW-WILDS out-of-distribution (val)
59.2Accuracy
10
FMoW
52.9WGA
9
FMoW
53.81Accuracy
9
fMoW-S2 (test)
64.38Top-1 Accuracy
9
FMOW WILDS (test)
74.8Average Accuracy
9
fMoW-RGB (val)
78.14Top-1 Accuracy
8
fMoW-Sentinel (val)
63.23Top-1 Accuracy
8
fMoW (test)
70.11F1 Score
8
FMoW-Wilds
0.65Absolute Pearson Correlation (|rho|)
7