UnlearnCanvas
Benchmarks
TaskDatasetSOTA resultTrendResults
UnlearnCanvas
1UA
36
UnlearnCanvas
98.55Unlearning Accuracy (UA)
31
UnlearnCanvas
94.65Unlearning Accuracy (UA)
23
UnlearnCanvas
94.85Total Avg. Acc
22
UnlearnCanvas Van Gogh style
40.93FID
18
UnlearnCanvas
96.2Unlearning Accuracy (UA)
13
UnlearnCanvas
98.58UA
13
UnlearnCanvas object concept unlearning
94.65Unlearning Accuracy
11
UnlearnCanvas
94.31Unlearning Accuracy (UA)
11
UnlearnCanvas Object Concepts (test)
100Unlearning Accuracy (T1)
10
UnlearnCanvas (IRA images)
33.35FID
8
UnlearnCanvas SD-V1.5
39Time (s)
7
UnlearnCanvas SD-V1.5
97.91Unlearning Accuracy (UA)
7
UnlearnCanvas SD-V1.5
99.26Unlearning Accuracy (UA)
7
UnlearnCanvas SD-V3
98.8Unlearning Accuracy (UA)
7
UnlearnCanvas SD-V3
99.62Unlearning Accuracy (UA)
7
UnlearnCanvas objects
97.6Object UA (Before)
4