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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 |
|---|---|---|---|---|
| Depth Compression | 2 | 1 | Mar 24, 2026 | |
| Robotic Pushing and Grasping | 2 | 1 | Mar 24, 2026 | |
| Counterfactual Effectiveness | 2 | 2 | Mar 25, 2026 | |
| Dissimilar Span Detection | 2 | 1 | Mar 24, 2026 | |
| Facial Shadow Removal | 2 | 1 | Feb 19, 2026 | |
| Text-3D Retrieval | 2 | 1 | Feb 19, 2026 | |
| Nodule TI-RADS classification | 2 | 1 | Mar 24, 2026 | |
| Unprotected Transaction (UT) Detection | 2 | 1 | Mar 24, 2026 | |
| Push recovery |
| 2 |
| 2 |
| Jun 5, 2026 |
| Pronoun Disambiguation Problem | 2 | 4 | Feb 18, 2026 |
|---|
| Pan-cancer Screening | 2 | 1 | Feb 19, 2026 |
|---|
| Multi-class text classification | 2 | 1 | Mar 24, 2026 |
|---|
| Cross-modal Image Translation | 2 | 1 | Feb 19, 2026 |
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| Defect surface detection | 2 | 1 | Feb 18, 2026 |
|---|
| Neural Segmentation | 2 | 1 | Feb 19, 2026 |
|---|
| Reentrancy (RE) Detection | 2 | 1 | Mar 24, 2026 |
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| Sound Speed Profile (SSP) Estimation | 2 | 1 | Mar 24, 2026 |
|---|
| Lipreading (Digits) | 2 | 1 | Feb 18, 2026 |
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| Case Decision Prediction | 2 | 1 | Feb 18, 2026 |
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| Multi-label Few-Shot Learning | 2 | 1 | Feb 18, 2026 |
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| Wrong Result (WR) Detection | 2 | 1 | Mar 24, 2026 |
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| Video Understanding and Reasoning | 2 | 3 | Apr 23, 2026 |
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| Rotation correction | 2 | 1 | Feb 20, 2026 |
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| 3D Volume Reconstruction | 2 | 1 | Mar 24, 2026 |
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| Image Variation | 2 | 2 | May 4, 2026 |
|---|