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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 |
|---|---|---|---|---|
| Distance Classification | 1 | 1 | Feb 18, 2026 | |
| Image and Video Quality Assessment | 1 | 1 | Feb 20, 2026 | |
| Action-based Image Editing | 1 | 1 | Feb 20, 2026 | |
| Drawing-to-Code Generation | 1 | 1 | Jun 12, 2026 | |
| Neoadjuvant chemotherapy (NAC) response prediction | 1 | 1 | Feb 20, 2026 | |
| Speed Classification | 1 | 1 | Feb 18, 2026 | |
| Spatial Aesthetic Image Quality Assessment | 1 | 1 | Feb 20, 2026 | |
| Interaction-aware object filtering | 1 | 1 | Jun 12, 2026 | |
| Video Background Consistency |
| 1 |
| 1 |
| Feb 20, 2026 |
| Unpaired Super-Resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Camera- and Time-Controlled Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-label lesion detection | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-In-Domain Face Forgery Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Emotion and Micro-expression Analysis | 1 | 1 | Feb 20, 2026 |
|---|
| Adversarial Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Conventional Video Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Social motion prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Concept-level Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| Simple Instruction-Following Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Complex Instruction-Following Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Long sequence classification | 1 | 9 | Jun 29, 2026 |
|---|
| Benign-malignant classification | 1 | 1 | Feb 20, 2026 |
|---|
| Video Object Retexturing | 1 | 1 | Feb 20, 2026 |
|---|
| Object Retexture | 1 | 1 | Feb 20, 2026 |
|---|