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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 |
|---|---|---|---|---|
| Web Task Completion | 9 | 3 | Jun 2, 2026 | |
| Long-term Memory Question Answering | 9 | 8 | Jun 23, 2026 | |
| Distance Minimization | 9 | 2 | Jun 26, 2026 | |
| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 | |
| Image Reflection Removal | 9 | 9 | Jul 7, 2026 | |
| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 | |
| Multi-label class-incremental learning | 9 | 2 | Mar 9, 2026 | |
| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 | |
| Cross-domain few-shot classification |
| 9 |
| 8 |
| Mar 6, 2026 |
| Multilingual Reasoning | 9 | 8 | Jun 4, 2026 |
|---|
| Heart Segmentation | 9 | 3 | May 12, 2026 |
|---|
| Skeleton Detection | 9 | 3 | Apr 23, 2026 |
|---|
| Code Correctness Evaluation | 9 | 2 | May 28, 2026 |
|---|
| Keypoint Localization | 9 | 7 | May 14, 2026 |
|---|
| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
|---|
| Frame prediction | 9 | 9 | Jun 18, 2026 |
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| Hierarchical Open-set Classification | 9 | 1 | Feb 19, 2026 |
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| Predicting Generalization | 9 | 2 | Feb 18, 2026 |
|---|
| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
|---|
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
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| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Non-rigid registration | 9 | 4 | Apr 10, 2026 |
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| Point Cloud Segmentation | 9 | 5 | Jun 11, 2026 |
|---|
| Poisoned sample detection | 9 | 2 | Mar 4, 2026 |
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| 3D Editing | 9 | 5 | May 27, 2026 |
|---|