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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 |
|---|---|---|---|---|
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 | |
| Multimodal Agent Evaluation | 2 | 1 | Mar 24, 2026 | |
| Emotional talking head reconstruction | 2 | 1 | Mar 24, 2026 | |
| Document-level sentiment classification | 2 | 2 | Feb 18, 2026 | |
| Dialogue Emotion Detection | 2 | 8 | Apr 21, 2026 | |
| Singing Voice Generation | 2 | 2 | Jun 5, 2026 | |
| Push recovery | 2 | 2 | Jun 5, 2026 | |
| Depth Compression | 2 | 1 | Mar 24, 2026 | |
| Counterfactual Effectiveness |
| 2 |
| 2 |
| Mar 25, 2026 |
| Robotic Pushing and Grasping | 2 | 1 | Mar 24, 2026 |
|---|
| Palmprint Recognition | 2 | 1 | Feb 19, 2026 |
|---|
| Nodule TI-RADS classification | 2 | 1 | Mar 24, 2026 |
|---|
| Dissimilar Span Detection | 2 | 1 | Mar 24, 2026 |
|---|
| Mass Prediction | 2 | 2 | Jun 23, 2026 |
|---|
| Reentrancy (RE) Detection | 2 | 1 | Mar 24, 2026 |
|---|
| Wrong Result (WR) Detection | 2 | 1 | Mar 24, 2026 |
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| Absolute Trajectory Estimation | 2 | 4 | Apr 27, 2026 |
|---|
| Shape Segmentation | 2 | 1 | Feb 19, 2026 |
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| 3D Gaussian Splatting Style Transfer | 2 | 1 | Feb 19, 2026 |
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| Sound Speed Profile (SSP) Estimation | 2 | 1 | Mar 24, 2026 |
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| Rotation and Mesh Reconstruction | 2 | 1 | Feb 19, 2026 |
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| Image generation diversity measurement | 2 | 1 | Feb 18, 2026 |
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| Unprotected Transaction (UT) Detection | 2 | 1 | Mar 24, 2026 |
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| Multi-class text classification | 2 | 1 | Mar 24, 2026 |
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| Correct Localization | 2 | 2 | Feb 18, 2026 |
|---|