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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 |
|---|---|---|---|---|
| Character Recognition | 12 | 8 | Jun 30, 2026 | |
| Online Label Shift Adaptation | 12 | 1 | Feb 18, 2026 | |
| Multi-image Reasoning | 12 | 26 | Jul 1, 2026 | |
| Motion Capture | 12 | 4 | Jun 18, 2026 | |
| Interactive World Modeling | 12 | 5 | Jul 9, 2026 | |
| Mislabel Detection | 12 | 4 | Jun 1, 2026 | |
| Off-dynamics Reinforcement Learning | 12 | 1 | Feb 20, 2026 | |
| Attitude Estimation | 12 | 6 | Jul 8, 2026 | |
| Knowledge Distillation |
| 12 |
| 7 |
| Jul 8, 2026 |
| Congestion management via busbar splitting | 12 | 1 | Mar 16, 2026 |
|---|
| Creative Generation | 12 | 6 | Jun 30, 2026 |
|---|
| Generative Task | 12 | 4 | Jun 23, 2026 |
|---|
| Online Label Shift | 12 | 1 | Feb 18, 2026 |
|---|
| Generalized Few-Shot Object Detection | 12 | 4 | Feb 27, 2026 |
|---|
| Unsupervised Cross-domain Image Retrieval | 12 | 1 | Mar 16, 2026 |
|---|
| 3D Bin Packing | 12 | 6 | Jul 8, 2026 |
|---|
| Object Unlearning | 12 | 10 | Jul 1, 2026 |
|---|
| Personalized Review Generation | 12 | 3 | Jul 3, 2026 |
|---|
| Displacement Prediction | 12 | 5 | Jun 23, 2026 |
|---|
| Dense Captioning | 12 | 10 | Jul 7, 2026 |
|---|
| Image Question Answering | 12 | 18 | May 28, 2026 |
|---|
| Jailbreak Attack Defense | 12 | 8 | Jul 7, 2026 |
|---|
| Multi-robot collaborative handover | 12 | 1 | Feb 21, 2026 |
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| Body region detection | 12 | 1 | Feb 19, 2026 |
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| Unsupervised image classification | 12 | 2 | Feb 18, 2026 |
|---|