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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 |
|---|---|---|---|---|
| UHD Enhancement | 1 | 2 | Mar 16, 2026 | |
| Joint Denoising and Enhancement | 1 | 1 | Feb 20, 2026 | |
| Category-level Object Detection | 1 | 1 | Feb 18, 2026 | |
| Reasoning-based Segmentation | 1 | 1 | Feb 20, 2026 | |
| Image-to-PSD reconstruction | 1 | 1 | Feb 20, 2026 | |
| Event Boundary Segmentation | 1 | 1 | Feb 18, 2026 | |
| Image-to-PSD generation | 1 | 1 | Feb 20, 2026 | |
| Depth map-conditioned image generation | 1 | 1 | Feb 18, 2026 | |
| Retinal OCT Classification |
| 1 |
| 1 |
| Feb 20, 2026 |
| Vehicle Attribute Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Segmentation map-conditioned image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Action-driven video generation | 1 | 1 | Feb 20, 2026 |
|---|
| Event-based 3D reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| Controllable Image Generation (Pose) | 1 | 1 | Feb 18, 2026 |
|---|
| Event-based Lens Flare Removal | 1 | 1 | Feb 20, 2026 |
|---|
| Controllable Image Generation (Depth) | 1 | 1 | Feb 18, 2026 |
|---|
| Event-based de-flaring | 1 | 1 | Feb 20, 2026 |
|---|
| Binary Time-to-Contact (TTC) Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Controllable Image Generation (Segmentation) | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Tracking Throughput | 1 | 1 | Feb 20, 2026 |
|---|
| Plant Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Referring | 1 | 1 | Feb 20, 2026 |
|---|
| Continuous Time-to-Contact (TTC) Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Pose-conditioned Human Action Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Personalized Human Action Video Generation | 1 | 1 | Feb 20, 2026 |
|---|