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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 |
|---|---|---|---|---|
| Controllable Image Generation (Depth) | 1 | 1 | Feb 18, 2026 | |
| Audio-visual video parsing (Segment-level) | 1 | 2 | Feb 18, 2026 | |
| Feature-space adversarial robustness certification | 1 | 1 | Feb 27, 2026 | |
| Audio-visual video parsing (Event-level) | 1 | 2 | Feb 18, 2026 | |
| Semantic Image Editing (Angry) | 1 | 1 | Feb 21, 2026 | |
| Binary Time-to-Contact (TTC) Estimation | 1 | 1 | Feb 18, 2026 | |
| Plant Segmentation | 1 | 1 | Feb 20, 2026 | |
| Camera-space human motion estimation |
| 1 |
| 1 |
| Jun 23, 2026 |
| Semantic Image Editing (Sleepy) | 1 | 1 | Feb 21, 2026 |
|---|
| Visual Concept Extraction | 1 | 1 | Jun 23, 2026 |
|---|
| Intra-class Fine-grained Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Image Editing (Smiling) | 1 | 1 | Feb 21, 2026 |
|---|
| Semantic Image Editing (Puppy-like) | 1 | 1 | Feb 21, 2026 |
|---|
| Low-shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Cancer Cell Classification | 1 | 1 | Feb 18, 2026 |
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| Semantic Editing | 1 | 1 | Feb 21, 2026 |
|---|
| Image Perturbation Quality Assessment | 1 | 1 | Feb 21, 2026 |
|---|
| Car Orientation Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Generalized Low-shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Fine-grained accuracy control attack | 1 | 1 | Feb 21, 2026 |
|---|
| 3D Teeth Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Generalized Few-Shot Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Cell morphology classification | 1 | 1 | Feb 21, 2026 |
|---|
| Sound Speed Field Reconstruction | 1 | 1 | Feb 21, 2026 |
|---|