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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 |
|---|---|---|---|---|
| Game Frame Generation | 2 | 1 | Feb 18, 2026 | |
| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 | |
| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 | |
| 3D Talking Face Synthesis | 2 | 1 | Feb 18, 2026 | |
| Old Photo Restoration | 2 | 2 | Mar 10, 2026 | |
| Material Application | 2 | 1 | Feb 20, 2026 | |
| Clothing Model Generation | 2 | 1 | Feb 18, 2026 | |
| Visual Realism | 2 | 1 | Feb 18, 2026 | |
| 3D Face Generation |
| 2 |
| 2 |
| Feb 18, 2026 |
| Image-to-3D scene generation | 2 | 2 | Mar 9, 2026 |
|---|
| NSFW Concept Generation | 2 | 1 | Feb 19, 2026 |
|---|
| Watermark Removal Attack Robustness | 2 | 2 | Mar 17, 2026 |
|---|
| Singing Voice Generation | 2 | 2 | Jun 5, 2026 |
|---|
| Image generation diversity measurement | 2 | 1 | Feb 18, 2026 |
|---|
| Reasoning-based text-to-image generation | 2 | 6 | Jun 12, 2026 |
|---|
| Image Variation | 2 | 2 | May 4, 2026 |
|---|
| Poster Creation | 2 | 1 | Feb 19, 2026 |
|---|
| 3D Building Generation | 2 | 2 | Jul 1, 2026 |
|---|
| Audio Target Object Removal | 2 | 1 | Feb 20, 2026 |
|---|
| Generative image detection | 2 | 3 | Apr 23, 2026 |
|---|
| Portrait Editing | 2 | 1 | Feb 18, 2026 |
|---|
| Part-Composed 3D Object Generation | 2 | 1 | Feb 20, 2026 |
|---|
| RGB -> X -> RGB cycle consistency | 2 | 1 | Feb 20, 2026 |
|---|
| Generation from Types (Gen-T) | 2 | 1 | Feb 18, 2026 |
|---|
| Line-guided Region Redrawing | 2 | 1 | Feb 20, 2026 |
|---|