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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 |
|---|---|---|---|---|
| Remote Sensing Scene Classification | 8 | 9 | May 12, 2026 | |
| Line Detection | 8 | 5 | Jun 4, 2026 | |
| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 | |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 | |
| Skin Disease Classification | 8 | 4 | Feb 21, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| Joint parameter estimation | 8 | 3 | Jun 2, 2026 | |
| Image Customization | 8 | 2 | Jul 1, 2026 | |
| Fake News Video Detection | 8 | 3 | Apr 10, 2026 | |
| 8 |
| 1 |
| Mar 31, 2026 |
| Molecular energy and force prediction | 8 | 5 | Apr 1, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| Survival group classification | 8 | 1 | Feb 21, 2026 |
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| Band gap prediction | 8 | 9 | May 26, 2026 |
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| Activity Detection | 8 | 9 | Feb 27, 2026 |
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| Crowd behavior generation | 8 | 2 | Apr 6, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 |
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| Load Balancing | 8 | 1 | Feb 18, 2026 |
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| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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| Machine Translation (En-De) | 8 | 4 | Feb 18, 2026 |
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| Non-rigid SLAM | 8 | 1 | Feb 18, 2026 |
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| Omission Detection | 8 | 4 | May 29, 2026 |
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