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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 |
|---|---|---|---|---|
| Instance Captioning | 1 | 1 | Apr 16, 2026 | |
| Box Classification | 1 | 1 | Feb 18, 2026 | |
| Height Regression | 1 | 1 | Feb 18, 2026 | |
| Image Refocus | 1 | 1 | Feb 18, 2026 | |
| Document Image Rectification | 1 | 1 | Feb 19, 2026 | |
| Point of No Return (PNR) | 1 | 2 | Feb 18, 2026 | |
| Image-only Clustering | 1 | 1 | Feb 19, 2026 | |
| Caption-only Clustering | 1 | 1 | Feb 19, 2026 | |
| Object State Change Classification (OSCC) | 1 | 2 | Feb 18, 2026 | |
| Joint Clustering |
| 1 |
| 1 |
| Feb 19, 2026 |
| Long-Term Anticipation (LTA) | 1 | 2 | Feb 18, 2026 |
|---|
| Fire source detection | 1 | 1 | Apr 20, 2026 |
|---|
| Image Based MCQ | 1 | 1 | Apr 20, 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 |
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| 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 |
|---|