Office
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Office-31
100Average Accuracy
357
Office-31
93.1Average Accuracy
187
Office-31
99.5A->W Accuracy
116
OFFICE
93.3Average Accuracy
96
Office (standard)
95.7Accuracy (A to W)
55
Office-31 A → W
65.78MAP
52
Office-31 A → D
68.85MAP
52
Office-31
97.8Avg Accuracy
52
Office-31 (test)
99.1Accuracy (A->W)
51
Office-31 (target)
93.3Average Accuracy
41
Office-31 OPDA
96.37Accuracy (A->D)
38
Office
5.82NDCG@10
36
Office-31 (full)
91.8Average Accuracy
36
Office
0.233NDCG@5
31
Office-31 (test)
97A -> W Accuracy
31
Office
33.38MRR
30
Office
49.64Hit@5
30
Office-31 (test)
98.98Accuracy (A -> W)
30
Office-31
86.43Wu-a
28
Office 3-shots 31
76.4Accuracy (D->A)
25
Office-31
71.2Accuracy (Domain A)
24
Office31
89.6Avg Acc
23
Office
10.76Recall@10
21
Office-31 standard (full)
92.4A->D Accuracy
21
Office 59 (test)
97.2Acc (A->D)
21