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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 |
|---|---|---|---|---|
| Realism & Quality | 1 | 2 | Mar 18, 2026 | |
| Image Editing Smoothness | 1 | 1 | Feb 18, 2026 | |
| Box-mask inpainting | 1 | 1 | Feb 21, 2026 | |
| Image Inpainting (Box mask) | 1 | 1 | Feb 21, 2026 | |
| Visual Text Editing | 1 | 1 | Feb 27, 2026 | |
| Art Style Unlearning | 1 | 1 | Feb 21, 2026 | |
| Portrait Video Relighting | 1 | 1 | Feb 18, 2026 | |
| Generative Model Unlearning | 1 | 2 | May 18, 2026 | |
| EEG-to-Image Generation |
| 1 |
| 1 |
| Feb 21, 2026 |
| Object Inpainting | 1 | 1 | Feb 18, 2026 |
|---|
| Aggregate performance across 10 tasks | 1 | 1 | Feb 21, 2026 |
|---|
| Sim-to-real Image Translation | 1 | 1 | Feb 21, 2026 |
|---|
| AI Music Generation | 1 | 1 | Feb 21, 2026 |
|---|
| Spectrogram Inpainting | 1 | 1 | Feb 21, 2026 |
|---|
| Latent Watermarking | 1 | 1 | Feb 21, 2026 |
|---|
| Sketch Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Image Colouration | 1 | 1 | Feb 21, 2026 |
|---|
| Unpaired Image-to-Image Translation (Horse to Zebra) | 1 | 1 | Feb 18, 2026 |
|---|
| Attributes Editing | 1 | 1 | Feb 18, 2026 |
|---|
| MRI Image Synthesis | 1 | 1 | Feb 21, 2026 |
|---|
| Style/Scene Transferring | 1 | 1 | Feb 18, 2026 |
|---|
| GAN-generated image detection | 1 | 1 | Feb 21, 2026 |
|---|
| Unpaired Image-to-Image Translation (Zebra to Horse) | 1 | 1 | Feb 18, 2026 |
|---|
| Non-rigid Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Lateral-to-Frontal X-ray Generation (L→F) | 1 | 1 | Feb 21, 2026 |
|---|