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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 |
|---|---|---|---|---|
| Joint Clustering | 1 | 1 | Feb 19, 2026 | |
| Long-Term Anticipation (LTA) | 1 | 2 | Feb 18, 2026 | |
| Residual Watermark Evaluation | 1 | 1 | Feb 19, 2026 | |
| Patient-level debulking device necessity estimation | 1 | 1 | Feb 19, 2026 | |
| 20-way Few-shot Classification | 1 | 3 | Feb 18, 2026 | |
| Apple leaf disease classification | 1 | 1 | Feb 19, 2026 | |
| LymInv classification | 1 | 1 | Apr 20, 2026 | |
| Super-resolution (SRx4, sigma_y=0.) | 1 | 1 | Feb 19, 2026 | |
| HD Map Reconstruction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Super-resolution (SRx4, sigma_y=0.05) | 1 | 1 | Feb 19, 2026 |
|---|
| Denoising (sigma_y=0.1) | 1 | 1 | Feb 19, 2026 |
|---|
| Fine-grained Incident Video Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Online action recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Denoising (sigma_y=0.25) | 1 | 1 | Feb 19, 2026 |
|---|
| Landcover Classification | 1 | 3 | Feb 18, 2026 |
|---|
| 5-way Cross-domain Classification | 1 | 2 | Feb 18, 2026 |
|---|
| Online pose estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Denoising (sigma_y=0.5) | 1 | 1 | Feb 19, 2026 |
|---|
| Instrument Detection and Tracking | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-modal MRI Synthesis (T1+T1ce+FLAIR to T2) | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Shape | 1 | 1 | Feb 19, 2026 |
|---|
| LPP Artifact Correction | 1 | 1 | Feb 19, 2026 |
|---|
| Close-set classification | 1 | 1 | Feb 18, 2026 |
|---|
| Image Modification | 1 | 1 | Feb 19, 2026 |
|---|
| Chart Recognition (Numerical Data Extraction) | 1 | 1 | Feb 27, 2026 |
|---|