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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-Head Generation | 2 | 1 | Feb 22, 2026 | |
| Generative Steganography | 2 | 2 | Jul 1, 2026 | |
| Instruction-based Object Addition | 2 | 1 | Feb 22, 2026 | |
| Identity-Preserving Multi-subject Image Generation | 2 | 1 | Feb 21, 2026 | |
| Text-guided Image Generation | 2 | 2 | Apr 23, 2026 | |
| Concept Erasing | 2 | 2 | Feb 18, 2026 | |
| Image Inpainting (Expand mask) | 2 | 1 | Feb 21, 2026 | |
| Image Inpainting (Super-resolution mask) | 2 | 1 | Feb 21, 2026 | |
| Unconditional Watermarked Generation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Image Inpainting (Random mask) | 2 | 1 | Feb 21, 2026 |
|---|
| latent-guided image synthesis | 2 | 2 | Feb 18, 2026 |
|---|
| 3D-aware Portrait Synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Generation Fine-Tuning | 2 | 1 | Feb 21, 2026 |
|---|
| Image Distribution Recovery | 2 | 1 | Feb 21, 2026 |
|---|
| Sequential Image Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Zero-Shot Posterior Sampling | 2 | 1 | Feb 20, 2026 |
|---|
| Conditional 3D Texture Generation | 2 | 1 | Feb 20, 2026 |
|---|
| Background image generation | 2 | 1 | Feb 18, 2026 |
|---|
| Preference-conditioned image generation | 2 | 1 | Feb 20, 2026 |
|---|
| Multi-garment virtual try-on | 2 | 2 | Feb 18, 2026 |
|---|
| Semantic Scene Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Storytelling Image Generation | 2 | 1 | Feb 20, 2026 |
|---|
| Object Compositing | 2 | 2 | Mar 10, 2026 |
|---|
| Text-to-Panorama | 2 | 1 | Feb 20, 2026 |
|---|
| Instruction-based Local 3DGS Editing | 2 | 1 | Feb 20, 2026 |
|---|