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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 |
|---|---|---|---|---|
| Skeleton-based Action Retrieval | 8 | 2 | Apr 21, 2026 | |
| Video-to-Adverb Retrieval | 8 | 1 | Feb 18, 2026 | |
| Cloud Segmentation | 8 | 3 | Apr 7, 2026 | |
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 | |
| Non-rigid SLAM | 8 | 1 | Feb 18, 2026 | |
| Lifelong Knowledge Editing | 8 | 3 | Feb 19, 2026 | |
| Multimodal Entity Linking | 8 | 3 | Jun 11, 2026 | |
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 | |
| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 | |
| Music Transcription |
|---|
| 8 |
| 5 |
| May 19, 2026 |
| Factuality Detection | 8 | 4 | Jun 25, 2026 |
|---|
| Hypopnea Detection | 8 | 3 | Jul 2, 2026 |
|---|
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
|---|
| Code Transpilation | 8 | 1 | Feb 18, 2026 |
|---|
| ASR | 8 | 4 | Jun 9, 2026 |
|---|
| Survival group classification | 8 | 1 | Feb 21, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| Decoding Latency | 8 | 1 | Feb 18, 2026 |
|---|
| Extrapolation of data source compositions | 8 | 1 | Feb 18, 2026 |
|---|
| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
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| Conversational Search | 8 | 4 | Apr 10, 2026 |
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| Motion Synthesis | 8 | 5 | Feb 27, 2026 |
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| Posterior Predictive Inference | 8 | 2 | Jun 19, 2026 |
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| Text Ranking | 8 | 2 | Jul 2, 2026 |
|---|