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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 |
|---|---|---|---|---|
| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 | |
| Compressive Sensing Recovery | 2 | 6 | May 12, 2026 | |
| Average across tasks | 2 | 1 | Mar 19, 2026 | |
| Nonlinear Blur | 2 | 3 | Apr 14, 2026 | |
| Risk evaluation in caregiving responses | 2 | 1 | Feb 20, 2026 | |
| Bleeding Region Detection | 2 | 1 | Mar 19, 2026 | |
| Audio-Visual Speaker Separation | 2 | 1 | Feb 18, 2026 | |
| Violation Scoring | 2 | 1 | Feb 20, 2026 | |
| 4D Gaussian Splatting refinement |
| 2 |
| 1 |
| Mar 19, 2026 |
| Relevance Scoring | 2 | 1 | Feb 20, 2026 |
|---|
| 3D Domain Adaptation | 2 | 4 | Feb 27, 2026 |
|---|
| RTL Summarization | 2 | 1 | Mar 19, 2026 |
|---|
| Cross-subject Binary Classification | 2 | 2 | Mar 12, 2026 |
|---|
| Driver Drowsiness Estimation | 2 | 2 | Mar 18, 2026 |
|---|
| 4D Gaussian Streaming | 2 | 1 | Mar 19, 2026 |
|---|
| Hand-Object Interaction Generation | 2 | 2 | Feb 18, 2026 |
|---|
| Human Pairwise Comparison | 2 | 1 | Feb 20, 2026 |
|---|
| Example-based Segmentation | 2 | 2 | Jun 29, 2026 |
|---|
| Loop Closing | 2 | 1 | Mar 19, 2026 |
|---|
| Scientific Research Automation | 2 | 1 | Mar 19, 2026 |
|---|
| Region-level referring expression generation | 2 | 1 | Feb 18, 2026 |
|---|
| Dialogue Strategy Alignment | 2 | 1 | Feb 18, 2026 |
|---|
| Animation-to-image similarity | 2 | 1 | Mar 19, 2026 |
|---|
| Motivational Interviewing Response Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Locomotion Control Smoothness | 2 | 1 | Mar 19, 2026 |
|---|