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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 |
|---|---|---|---|---|
| Non-rigid Surface Registration | 6 | 1 | Apr 3, 2026 | |
| Empathetic Dialogue Generation | 6 | 5 | Apr 10, 2026 | |
| Facility Location | 6 | 2 | Feb 22, 2026 | |
| Fundamental Frequency Estimation | 6 | 1 | Feb 21, 2026 | |
| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 | |
| Grayscale Video Reconstruction | 6 | 1 | Feb 18, 2026 | |
| Event-based Stereo Matching | 6 | 1 | Apr 3, 2026 | |
| Question Answering with Abstention | 6 | 3 | May 12, 2026 | |
| Method Name Prediction |
| 6 |
| 1 |
| Feb 19, 2026 |
| Automated Grading | 6 | 4 | Jun 11, 2026 |
|---|
| Flexible Flow Shop Problem | 6 | 3 | Jun 30, 2026 |
|---|
| Traveling Salesman Problem (TSP) | 6 | 7 | Jun 30, 2026 |
|---|
| Counterfactual Outcome Estimation | 6 | 3 | Apr 16, 2026 |
|---|
| Product type extraction | 6 | 1 | Feb 18, 2026 |
|---|
| Facial Attribute Editing Defense | 6 | 1 | Apr 3, 2026 |
|---|
| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 |
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| MMSE Prediction | 6 | 3 | Jun 19, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| 3D Video Synthesis | 6 | 3 | Feb 18, 2026 |
|---|
| Zero-cost Proxy Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| Multi-source Domain Generalization | 6 | 6 | Jun 23, 2026 |
|---|
| Height Completion | 6 | 1 | Apr 3, 2026 |
|---|
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
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| Particle picking | 6 | 2 | Apr 21, 2026 |
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| Target-Oriented Opinion Word Extraction | 6 | 3 | Feb 22, 2026 |
|---|