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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 |
|---|---|---|---|---|
| Image Customization | 8 | 2 | Jul 1, 2026 | |
| Prompt-image Alignment | 8 | 3 | May 26, 2026 | |
| Multi-instruction Image Editing | 8 | 1 | Mar 19, 2026 | |
| Text-to-Image Personalization | 8 | 7 | May 22, 2026 | |
| Virtual Try-Off | 8 | 7 | Apr 15, 2026 | |
| GAN Inversion | 7 | 4 | Feb 19, 2026 | |
| Photorealistic Style Transfer | 7 | 3 | Jun 2, 2026 | |
| Inpainting (Box) | 7 | 5 | Jun 30, 2026 | |
| High-Resolution Image Generation |
| 7 |
| 4 |
| May 22, 2026 |
| Autoregressive Image Generation | 7 | 6 | Jul 2, 2026 |
|---|
| Controllable Text-to-Image Generation | 7 | 5 | Jul 1, 2026 |
|---|
| Meme Generation | 7 | 2 | Jun 4, 2026 |
|---|
| Image-to-Image Generation | 7 | 7 | May 13, 2026 |
|---|
| Handwritten Text Generation | 7 | 3 | Apr 30, 2026 |
|---|
| Pose-guided Text-to-Image Generation | 7 | 1 | Feb 27, 2026 |
|---|
| 3D Stylization | 7 | 3 | Feb 21, 2026 |
|---|
| Drag-based Image Editing | 7 | 5 | Jun 16, 2026 |
|---|
| Anomaly Generation | 7 | 6 | Jun 25, 2026 |
|---|
| Panorama Generation | 7 | 6 | Jun 11, 2026 |
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| User preference study | 7 | 4 | Jul 2, 2026 |
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| Hallucination | 7 | 12 | Jun 16, 2026 |
|---|
| Image Styling | 7 | 1 | Mar 10, 2026 |
|---|
| Multi-Instance Generation | 7 | 4 | Jun 30, 2026 |
|---|
| Song Generation | 7 | 7 | Jun 30, 2026 |
|---|
| Quality Assessment | 7 | 5 | Apr 23, 2026 |
|---|