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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 |
|---|---|---|---|---|
| Text-to-image generation evaluation | 9 | 5 | May 12, 2026 | |
| Image Generation Quality | 8 | 2 | Feb 18, 2026 | |
| Image Style Transfer | 8 | 8 | Apr 24, 2026 | |
| Generative Identity Unlearning | 8 | 3 | Feb 20, 2026 | |
| Nudity Removal | 8 | 6 | Jun 30, 2026 | |
| Inpainting (Random) | 8 | 6 | May 28, 2026 | |
| Safe Image Generation | 8 | 5 | Jun 26, 2026 | |
| Prompt-image Alignment | 8 | 3 | May 26, 2026 | |
| Image Customization |
| 8 |
| 2 |
| Jul 1, 2026 |
| HDR | 8 | 15 | Jun 30, 2026 |
|---|
| Text-to-SVG | 8 | 6 | Apr 23, 2026 |
|---|
| Text-to-Music | 8 | 7 | Jun 23, 2026 |
|---|
| Instance Erasure | 8 | 1 | Feb 18, 2026 |
|---|
| Face Inpainting | 8 | 4 | May 19, 2026 |
|---|
| Multi-instruction Image Editing | 8 | 1 | Mar 19, 2026 |
|---|
| Deepfake Interruption | 8 | 2 | May 4, 2026 |
|---|
| Manipulation Localization | 8 | 2 | May 28, 2026 |
|---|
| Portrait Stylization | 8 | 1 | Feb 22, 2026 |
|---|
| Synthetic Image Attribution | 8 | 1 | Feb 19, 2026 |
|---|
| Text-Guided Image Manipulation | 8 | 5 | May 21, 2026 |
|---|
| Safety-Sensitive Text-to-Image Generation | 8 | 1 | Feb 18, 2026 |
|---|
| Audio-visual generation | 8 | 5 | Jun 29, 2026 |
|---|
| Layout-to-Image Synthesis | 8 | 9 | Feb 18, 2026 |
|---|
| 3D Texture Generation | 8 | 4 | Jun 25, 2026 |
|---|
| Controllable Human Avatar Generation | 8 | 1 | Feb 27, 2026 |
|---|