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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-Image Generation | 967 | 822 | Jul 9, 2026 | |
| Image Generation | 888 | 705 | Jul 9, 2026 | |
| AI-generated image detection | 315 | 89 | Jul 8, 2026 | |
| Image Editing | 268 | 207 | Jul 7, 2026 | |
| Generative Modeling | 227 | 111 | Jul 8, 2026 | |
| Image Inpainting | 193 | 88 | Jul 7, 2026 | |
| Image-to-Image Translation | 168 | 72 | Jul 7, 2026 | |
| Image Synthesis | 151 | 67 | Jun 29, 2026 | |
| Synthetic Image Detection |
| 146 |
| 36 |
| Jul 8, 2026 |
| Virtual Try-On | 128 | 53 | Jul 7, 2026 |
|---|
| Inpainting | 113 | 75 | Jul 3, 2026 |
|---|
| Unconditional Image Generation | 102 | 126 | Jul 9, 2026 |
|---|
| Conditional Image Generation | 78 | 76 | Jul 8, 2026 |
|---|
| Counterfactual Generation | 76 | 20 | Jul 3, 2026 |
|---|
| Fake Image Detection | 75 | 23 | Jun 16, 2026 |
|---|
| Text-to-3D Generation | 74 | 53 | Jun 30, 2026 |
|---|
| Gaussian Deblurring | 73 | 47 | Jun 30, 2026 |
|---|
| Synthetic Data Generation | 70 | 25 | Jul 1, 2026 |
|---|
| Class-conditional Image Generation | 69 | 232 | Jul 9, 2026 |
|---|
| Text to Image | 63 | 40 | Jul 9, 2026 |
|---|
| Image Harmonization | 59 | 16 | Mar 4, 2026 |
|---|
| Style Transfer | 56 | 46 | Jul 7, 2026 |
|---|
| 3D Scene Generation | 55 | 41 | Jul 7, 2026 |
|---|
| Text-to-Image Synthesis | 54 | 48 | Jul 9, 2026 |
|---|
| Personalized Image Generation | 49 | 33 | Jul 3, 2026 |
|---|