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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 |
|---|---|---|---|---|
| Latin typeface generation (cross-reconstruction) | 1 | 1 | Apr 9, 2026 | |
| Sketch Authenticity Assessment | 1 | 1 | Apr 9, 2026 | |
| Instruction-driven Image Editing and Generation | 1 | 1 | Apr 10, 2026 | |
| Autoregressive Generative Modeling | 1 | 1 | Feb 18, 2026 | |
| Reference-Free Image Refinement | 1 | 1 | Apr 10, 2026 | |
| Image Refinement | 1 | 1 | Apr 10, 2026 | |
| Autoregressive Super-Resolution (64 to 256) | 1 | 2 | May 8, 2026 | |
| Photomosaic Generation (Global Structural Fidelity) |
| 1 |
| 1 |
| Apr 10, 2026 |
| Garment Generation | 1 | 1 | Apr 10, 2026 |
|---|
| Multi-Garment Virtual Dressing | 1 | 1 | Apr 10, 2026 |
|---|
| Progressive Illusion Sketch Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Text-to-3D Avatar Generation | 1 | 1 | Apr 10, 2026 |
|---|
| Text-conditioned Change Generation | 1 | 1 | Apr 10, 2026 |
|---|
| Semantic-mask-conditioned Change Generation | 1 | 1 | Apr 10, 2026 |
|---|
| Image-aware Layout Generation | 1 | 1 | Apr 10, 2026 |
|---|
| Multi-subject in-context image generation | 1 | 1 | Apr 10, 2026 |
|---|
| Industrial Anomaly Synthesis | 1 | 1 | Apr 10, 2026 |
|---|
| Infographic Authoring | 1 | 1 | Apr 10, 2026 |
|---|
| Visual Concept Generation | 1 | 1 | Apr 13, 2026 |
|---|
| Image Instruction Editing | 1 | 2 | May 13, 2026 |
|---|
| Relighting (image) | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Selection | 1 | 1 | Feb 18, 2026 |
|---|
| Layout-controllable Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Stylized 3D Generation | 1 | 1 | Apr 13, 2026 |
|---|
| Identity-Preserving Image-to-Video Generation | 1 | 1 | Feb 19, 2026 |
|---|