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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 |
|---|---|---|---|---|
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| UAV Tracking | 8 | 5 | May 28, 2026 | |
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 | |
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 | |
| Aspect term-polarity pair extraction | 8 | 2 | Feb 18, 2026 | |
| Lexical Semantic Change Detection | 8 | 5 | Feb 18, 2026 | |
| Video Domain Adaptation | 8 | 3 | Feb 18, 2026 | |
| Incremental Image Classification | 8 | 5 | Jun 30, 2026 | |
| Target Detection | 8 | 5 | May 20, 2026 | |
| Global Synthesis Detection |
| 8 |
| 1 |
| Feb 19, 2026 |
| Event-based Image Reconstruction | 8 | 1 | Feb 18, 2026 |
|---|
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Object Grounding | 8 | 5 | Apr 21, 2026 |
|---|
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
|---|
| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
|---|
| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
|---|
| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
|---|
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
|---|
| Policy improvement | 8 | 2 | Jul 9, 2026 |
|---|
| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
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| Mesh Segmentation | 8 | 5 | May 14, 2026 |
|---|
| Summarization Evaluation | 8 | 14 | Jun 26, 2026 |
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| Path-level reasoning | 8 | 1 | Feb 21, 2026 |
|---|
| Object-level reasoning | 8 | 1 | Feb 21, 2026 |
|---|