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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Medical Image Generation | 25 | 7 | Jun 1, 2026 | |
| Instruction-guided image editing | 25 | 16 | Jun 11, 2026 | |
| Scene Text Editing | 25 | 4 | May 18, 2026 | |
| Medical Image Synthesis | 25 | 15 | Jun 2, 2026 | |
| Image Immunization | 24 | 5 | Apr 7, 2026 | |
| Subject-driven image generation | 23 | 27 | Jul 2, 2026 | |
| Class-conditional image synthesis | 23 | 13 | Apr 23, 2026 | |
| Hairstyle Transfer | 23 | 5 | Jun 25, 2026 | |
| Human Image Animation |
| 22 |
| 15 |
| Jun 30, 2026 |
| 3D Shape Generation | 22 | 14 | Jun 19, 2026 |
|---|
| Image-to-3D Generation | 22 | 22 | Jul 2, 2026 |
|---|
| Nudity Erasure | 20 | 17 | Jun 30, 2026 |
|---|
| Concept Preservation | 20 | 8 | Apr 21, 2026 |
|---|
| Image Watermarking | 20 | 18 | Jun 24, 2026 |
|---|
| Blind Face Restoration | 19 | 15 | Jun 8, 2026 |
|---|
| Handwriting generation | 19 | 5 | Mar 10, 2026 |
|---|
| Sequential Image-to-Image Editing | 19 | 1 | Jul 9, 2026 |
|---|
| Makeup Transfer | 19 | 7 | Jul 1, 2026 |
|---|
| Image Purification | 19 | 3 | Apr 28, 2026 |
|---|
| Artistic Style Erasure | 19 | 11 | Jun 30, 2026 |
|---|
| Image Translation | 18 | 12 | Jun 24, 2026 |
|---|
| Text-Guided Image Editing | 18 | 16 | Jul 8, 2026 |
|---|
| Unpaired Image-to-Image Translation | 17 | 7 | Jun 2, 2026 |
|---|
| Subject-driven generation | 17 | 17 | Jun 2, 2026 |
|---|
| Texture Synthesis | 17 | 5 | Jul 2, 2026 |
|---|