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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 |
|---|---|---|---|---|
| Four-class retinal OCT classification | 2 | 1 | Feb 20, 2026 | |
| Block Assembly Planning | 2 | 1 | Mar 20, 2026 | |
| Real-robot Manipulation | 2 | 1 | Mar 19, 2026 | |
| Paper Acceptance Decision | 2 | 2 | May 27, 2026 | |
| Generative Inbetweening | 2 | 1 | Mar 19, 2026 | |
| World Coordinate 3D tracking | 2 | 1 | Feb 20, 2026 | |
| Interest profiling | 2 | 1 | Mar 19, 2026 | |
| Recsplanation | 2 | 1 | Mar 19, 2026 | |
| Image-to-3D scene generation |
| 2 |
| 2 |
| Mar 9, 2026 |
| Open-Vocabulary 3D Segmentation | 2 | 3 | May 29, 2026 |
|---|
| Average across tasks | 2 | 1 | Mar 19, 2026 |
|---|
| Time-Varying Reproduction Numbers Inference | 2 | 1 | Mar 19, 2026 |
|---|
| Cross-domain Recommendation (Task 1) | 2 | 1 | Mar 19, 2026 |
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| Cross-domain Sequential Recommendation (Task 2) | 2 | 1 | Mar 19, 2026 |
|---|
| Document Shadow Removal | 2 | 1 | Feb 20, 2026 |
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| VPD screening | 2 | 1 | Mar 19, 2026 |
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| Image Composition Assessment | 2 | 1 | Feb 18, 2026 |
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| Statistical Reasoning | 2 | 2 | Feb 19, 2026 |
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| Argument Reasoning | 2 | 1 | Mar 19, 2026 |
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| Semantic Video Segmentation | 2 | 3 | Feb 18, 2026 |
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| Future Instance Prediction | 2 | 1 | Feb 18, 2026 |
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| Interpretable Brain Pattern Discovery | 2 | 1 | Feb 20, 2026 |
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| Behavior Recognition | 2 | 2 | Apr 10, 2026 |
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| Session-level watch-time prediction | 2 | 1 | Feb 20, 2026 |
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| Best-of-N Selection | 2 | 1 | Feb 20, 2026 |
|---|