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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 |
|---|---|---|---|---|
| Multimodal Entity Linking | 8 | 3 | Jun 11, 2026 | |
| Low-Rank Tensor Completion | 8 | 1 | Feb 22, 2026 | |
| Factuality Detection | 8 | 4 | Jun 25, 2026 | |
| Decoding Latency | 8 | 1 | Feb 18, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| ASR | 8 | 4 | Jun 9, 2026 | |
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| Extrapolation of data source compositions | 8 | 1 | Feb 18, 2026 | |
| Harmlessness |
| 8 |
| 5 |
| Apr 21, 2026 |
| Joint parameter estimation | 8 | 3 | Jun 2, 2026 |
|---|
| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
|---|
| Conversational Search | 8 | 4 | Apr 10, 2026 |
|---|
| Semantic Instance Segmentation | 8 | 4 | Apr 13, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Morphological Analysis | 8 | 5 | Jul 9, 2026 |
|---|
| Highlight Removal | 8 | 3 | Mar 4, 2026 |
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| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Text Ranking | 8 | 2 | Jul 2, 2026 |
|---|
| Distributed Misuse Detection | 8 | 1 | Apr 14, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
|---|
| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
|---|
| Image Customization | 8 | 2 | Jul 1, 2026 |
|---|