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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 |
|---|---|---|---|---|
| Uncropping | 4 | 2 | Feb 18, 2026 | |
| JPEG restoration | 4 | 5 | Jun 19, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| Video Chaptering | 4 | 1 | Feb 18, 2026 | |
| Ad hoc document retrieval | 4 | 1 | Feb 18, 2026 | |
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 | |
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| HOI Generation | 4 | 3 | Apr 16, 2026 | |
| Function Selection |
| 4 |
| 1 |
| Feb 21, 2026 |
| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Video Scene Segmentation | 4 | 1 | Feb 18, 2026 |
|---|
| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
|---|
| Biomedical Knowledge Probing | 4 | 2 | Feb 27, 2026 |
|---|
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 |
|---|
| Risky Sample Transferability | 4 | 1 | Feb 21, 2026 |
|---|
| Linguistic Probing | 4 | 4 | May 29, 2026 |
|---|
| Risky sample generation | 4 | 1 | Feb 21, 2026 |
|---|
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
|---|
| Identity-Preserving Text-to-Video generation | 4 | 4 | Jun 23, 2026 |
|---|
| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
|---|