OfficeHome
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
OfficeHome
70.4Accuracy (Re -> Ar, Clean)
8
OfficeHome 4 Domains
94.65Accuracy
8
OfficeHome unseen client
78.91Metric P
8
OfficeHome (test)
17.1WAcc-5 (A->C)
8
OfficeHome (test)
56.8Accuracy
8
OfficeHome (unseen)
78.91Product Accuracy
8
OfficeHome CDA (65/0/0)
55.1Accuracy (A -> C)
8
OfficeHome Art, Product, Real-World
71.94Accuracy (Art Target)
7
OfficeHome T1 1.0 (test)
63.6A -> C
6
OfficeHome Inc65
75.96Average Accuracy
6
OfficeHome BTDA setup
64.3ACC (Ar->Cl, Pr, Rw)
6
OfficeHome Avg
45.2ACC
6
OfficeHome
20Total Communication Rounds
6
OfficeHome Real
10.18MAPE
6
OfficeHome ClipArt
11.7MAPE
6
OfficeHome Art
13.94MAPE
6
OfficeHome cross-domain
75.76Accuracy (Art)
6
OfficeHome (test)
21.79Accuracy (1-shot)
6
OfficeHome 15/5/50 open-partial DA (mean of 12 scenarios)
71.8H-score
5
OfficeHome
56.58Standard Accuracy (Ar->Cl)
5
OfficeHome (All)
68.29Standard Accuracy
5
OfficeHome 40% Asymmetric Noise (test)
69.3ID
4
OfficeHome 20% Asymmetric Noise (test)
81.4ID Accuracy
4
OfficeHome (test)
7,314Running Time (R)
3
OfficeHome Real World (test)
30.89Accuracy
3