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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 |
|---|---|---|---|---|
| Interactive Medical Image Segmentation | 19 | 4 | May 26, 2026 | |
| Base-to-novel generalization | 19 | 17 | Jul 8, 2026 | |
| Articulated Object Manipulation | 19 | 9 | Jun 26, 2026 | |
| Node-level classification | 19 | 23 | Jun 30, 2026 | |
| Physical Inversion | 19 | 2 | Jun 25, 2026 | |
| Affordance Segmentation | 19 | 6 | May 6, 2026 | |
| Bag-level classification | 19 | 4 | Jun 11, 2026 | |
| Image Purification | 19 | 3 | Apr 28, 2026 | |
| Graph-to-text generation | 19 | 10 |
| Jun 1, 2026 |
| Path Tracking | 19 | 7 | Jun 18, 2026 |
|---|
| Image Classification Calibration | 19 | 9 | Jun 25, 2026 |
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| Dynamic Reconstruction | 19 | 11 | Jul 2, 2026 |
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| Strategic Classification | 19 | 3 | Jun 30, 2026 |
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| Link Sign Prediction | 19 | 5 | Feb 21, 2026 |
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| Model Extraction | 19 | 8 | Jun 8, 2026 |
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| Efficiency Analysis | 19 | 14 | Jul 7, 2026 |
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| Humanoid motion tracking | 19 | 9 | Jun 23, 2026 |
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| Evolutionary Optimization | 19 | 2 | Feb 21, 2026 |
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| Makeup Transfer | 19 | 7 | Jul 1, 2026 |
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| Cancer Classification | 19 | 16 | Jul 3, 2026 |
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| Vehicle Detection | 19 | 13 | May 19, 2026 |
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| Random Forest Compilation | 19 | 1 | Feb 18, 2026 |
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| Traffic Flow Prediction | 19 | 13 | Jun 23, 2026 |
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| Long-tail recognition | 19 | 5 | Apr 3, 2026 |
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| Many-Objective Optimization | 19 | 2 | Apr 13, 2026 |
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