AwA
Benchmarks
TaskDatasetSOTA resultTrendResults
AwA2 GBU
67.1Top-1 Accuracy
12
AwA1 GBU
68.4Top-1 Accuracy
12
AwA generalized unseen (test)
92.8PCK@0.1
11
AWA2 ZSL
87.3Top-1 Acc
11
AWA2
73.8Top-1 Accuracy
11
AWA-LT (test)
76.2AccPC
11
AwA
80.5Accuracy (Multi-way)
11
AWA2 Proposed Split
60.4Metric U
9
AWA unseen (test)
66.8Top-1 Accuracy
9
AWA Inc
91.86Task Accuracy
8
AWA
92.23Task Accuracy
8
AwA unlabeled att (train)
78Top-1 Acc
8
AwA
97.8mAP (Attribute)
8
AWA u (OD2)
2.124nMAE
7
AwA2
99.129Concept Accuracy
7
AwA 28 (test)
81.19mAP
7
AwA2 Bobcat vs. Leopard (test)
98.17Avg Acc (BC)
4
AwA2
88Mean ROC-AUC
3
AwA Pose
72.2PCK@0.1
3
AWA
4,123Training Time (s)
3
AWA (test)
73.9Accuracy
3
AWA 85 attributes
72.7AUC
2
AWA 10 classes (evaluation)
48.5Top-1 Acc
2