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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 |
|---|---|---|---|---|
| Multi-Robot Task Allocation | 8 | 6 | May 26, 2026 | |
| Multimodal Entity Linking | 8 | 3 | Jun 11, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| Lifelong Knowledge Editing | 8 | 3 | Feb 19, 2026 | |
| Factuality Detection | 8 | 4 | Jun 25, 2026 | |
| Code Transpilation | 8 | 1 | Feb 18, 2026 | |
| Decoding Latency | 8 | 1 | Feb 18, 2026 | |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 | |
| Extrapolation of data source compositions | 8 | 1 | Feb 18, 2026 | |
| Joint parameter estimation |
| 8 |
| 3 |
| Jun 2, 2026 |
| Biometric Identification | 8 | 1 | Feb 18, 2026 |
|---|
| Answer Selection | 8 | 16 | Feb 27, 2026 |
|---|
| Personalized Ranking | 8 | 1 | Feb 18, 2026 |
|---|
| ASR | 8 | 4 | Jun 9, 2026 |
|---|
| Global Image Retrieval | 8 | 1 | Feb 18, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Conversational Search | 8 | 4 | Apr 10, 2026 |
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| Text-Guided Image Manipulation | 8 | 5 | May 21, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Semantic Instance Segmentation | 8 | 4 | Apr 13, 2026 |
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| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 |
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| Text Ranking | 8 | 2 | Jul 2, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| Fake News Video Detection | 8 | 3 | Apr 10, 2026 |
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| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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