HumanEdit
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Editing | HumanEdit 1024px | FID30.5 | 12 | |
| Geometric Editing | HumanEdit Relation | L1 Error0.0173 | 6 | |
| Geometric Editing | HumanEdit Remove | L1 Error0.0166 | 6 | |
| Geometric Editing | HumanEdit Counting | L1 Error0.0157 | 6 | |
| Geometric Editing | HumanEdit Add | L1 Error0.0255 | 6 | |
| Image Editing | HumanEdit 1024px (test) | FID26.8 | 5 | |
| Content Localization | HumanEdit | Accuracy95.91 | 5 | |
| Speech Editing Detection | HumanEdit | Accuracy99.62 | 5 | |
| Instruction-guided Image Editing | HumanEdit Relation | Overall Average Score6.153 | 3 | |
| Instruction-guided Image Editing | HumanEdit (All Edits) | Image Preservation6.074 | 2 | |
| Instruction-guided Image Editing | HumanEdit Counting | Image Preservation Score5.2 | 2 | |
| Instruction-guided Image Editing | HumanEdit Action | Image Preservation Score6.203 | 2 | |
| Instruction-guided Image Editing | HumanEdit Replace | Image Preservation Score6.352 | 2 | |
| Instruction-guided Image Editing | HumanEdit Remove | Image Preservation Score5.971 | 2 | |
| Instruction-guided Image Editing | HumanEdit Add | Image Preservation6.555 | 2 | |
| Instruction-guided Image Editing | HumanEdit Counting | Human Avg Score66.8 | 1 | |
| Instruction-guided Image Editing | HumanEdit Replace | Human Avg80.1 | 1 | |
| Instruction-guided Image Editing | HumanEdit Add 1.0 | Human Avg0.786 | 1 |
Showing 18 of 18 rows