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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 |
|---|---|---|---|---|
| Height Completion | 6 | 1 | Apr 3, 2026 | |
| Communication Cost Analysis | 6 | 5 | Jun 11, 2026 | |
| Continuous Control (Offline RL) | 6 | 1 | Feb 18, 2026 | |
| Operations Research Modeling and Solving | 6 | 3 | Jun 26, 2026 | |
| Facial Attribute Editing Defense | 6 | 1 | Apr 3, 2026 | |
| Perceptual Speech Quality Assessment | 6 | 1 | Feb 21, 2026 | |
| Medical Knowledge Question Answering | 6 | 4 | Feb 21, 2026 | |
| Open-set knowledge retrieval | 6 | 1 | Feb 27, 2026 | |
| Temporal Extrapolation |
| 6 |
| 3 |
| May 22, 2026 |
| Communication Overhead | 6 | 2 | Feb 18, 2026 |
|---|
| Emotion Prediction | 6 | 4 | Feb 20, 2026 |
|---|
| Particle picking | 6 | 2 | Apr 21, 2026 |
|---|
| Communication Load Evaluation | 6 | 1 | Apr 2, 2026 |
|---|
| Overlapped Speech Detection | 6 | 1 | Feb 18, 2026 |
|---|
| Multi-agent SLAM keyframe generation | 6 | 1 | Apr 2, 2026 |
|---|
| Speaker Change Detection | 6 | 1 | Feb 18, 2026 |
|---|
| Fundamental Frequency Estimation | 6 | 1 | Feb 21, 2026 |
|---|
| Cause Span Extraction | 6 | 1 | Feb 27, 2026 |
|---|
| Method Name Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Full-field Reconstruction | 6 | 2 | May 14, 2026 |
|---|
| Gröbner Basis Generation | 6 | 1 | Feb 18, 2026 |
|---|
| 3-class classification | 6 | 6 | Jun 18, 2026 |
|---|
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
|---|
| General Language Capability | 6 | 6 | Jul 2, 2026 |
|---|
| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 |
|---|