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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 |
|---|---|---|---|---|
| Instruction-based Image Editing and Creation | 1 | 1 | Jul 8, 2026 | |
| Face generation with Age alignment | 1 | 1 | May 11, 2026 | |
| Smiling Facial Attribute Editing | 1 | 1 | Feb 19, 2026 | |
| Face generation with Gender alignment | 1 | 1 | May 11, 2026 | |
| Sad Facial Attribute Editing | 1 | 1 | Feb 19, 2026 | |
| Face generation with Race alignment | 1 | 1 | May 11, 2026 | |
| Aerial-to-Ground Image Translation | 1 | 2 | Feb 18, 2026 | |
| Unpaired Image Signal Processing |
| 1 |
| 1 |
| May 11, 2026 |
| Tanned Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
|---|
| Coarse-mask image editing | 1 | 1 | May 11, 2026 |
|---|
| Subject Replacement | 1 | 1 | May 11, 2026 |
|---|
| Controllable image synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Control | 1 | 1 | May 11, 2026 |
|---|
| T2I | 1 | 1 | May 12, 2026 |
|---|
| Image Tone Adjustment | 1 | 1 | Feb 19, 2026 |
|---|
| Cycle Image Editing | 1 | 1 | May 12, 2026 |
|---|
| Unconditional 3D Hairstyle Generation | 1 | 1 | Feb 18, 2026 |
|---|
| 360° Scene Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Text-to-image concept steering | 1 | 1 | May 12, 2026 |
|---|
| Backdoor attack on text-to-image models | 1 | 1 | May 12, 2026 |
|---|
| 360° Indoor Scene Generation | 1 | 1 | Feb 19, 2026 |
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| Image quality enhancement | 1 | 1 | May 12, 2026 |
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| Object-level Image Generation | 1 | 1 | Feb 18, 2026 |
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| Multimodal-to-Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-editing evaluation summary | 1 | 1 | May 12, 2026 |
|---|