HumanEdit
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HumanEdit 1024px
30.5FID
12
HumanEdit (test)
0.945CLIP-I
6
HumanEdit Relation
0.017L1 Error
6
HumanEdit Remove
0.017L1 Error
6
HumanEdit Counting
0.016L1 Error
6
HumanEdit Add
0.026L1 Error
6
HumanEdit 1024px (test)
26.8FID
5
HumanEdit
95.91Accuracy
5
HumanEdit
99.62Accuracy
5
HumanEdit Relation
6.153Overall Average Score
3
HumanEdit (All Edits)
6.074Image Preservation
2
HumanEdit Counting
5.2Image Preservation Score
2
HumanEdit Action
6.203Image Preservation Score
2
HumanEdit Replace
6.352Image Preservation Score
2
HumanEdit Remove
5.971Image Preservation Score
2
HumanEdit Add
6.555Image Preservation
2
HumanEdit Counting
66.8Human Avg Score
1
HumanEdit Replace
80.1Human Avg
1
HumanEdit Add 1.0
0.786Human Avg
1