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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 |
|---|---|---|---|---|
| Image Immunization | 24 | 5 | Apr 7, 2026 | |
| Tabular Synthetic Data Generation | 24 | 9 | Jul 1, 2026 | |
| New View Synthesis | 24 | 7 | Apr 21, 2026 | |
| Multi-task image classification | 24 | 11 | Jul 3, 2026 | |
| Histopathology Image Classification | 24 | 8 | Apr 8, 2026 | |
| Cell detection | 23 | 12 | Jun 8, 2026 | |
| Video-to-Audio Generation | 23 | 33 | Jul 1, 2026 | |
| Table Reasoning | 23 | 11 | Jun 25, 2026 | |
| Aspect Extraction | 23 | 14 | Feb 18, 2026 | |
| Fine-Grained Perception |
|---|
| 23 |
| 15 |
| Jul 8, 2026 |
| Temporal Forgery Localization | 23 | 14 | Jul 7, 2026 |
|---|
| Word Clustering | 23 | 2 | Jun 4, 2026 |
|---|
| Keyphrase Extraction | 23 | 9 | May 4, 2026 |
|---|
| 3D Point Tracking | 23 | 11 | May 7, 2026 |
|---|
| Lesion Detection | 23 | 19 | Jul 7, 2026 |
|---|
| Speaker-attributed Automatic Speech Recognition | 23 | 8 | Jun 17, 2026 |
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| Multi-Agent Pathfinding | 23 | 7 | Jul 2, 2026 |
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| Speech Classification | 23 | 19 | Jun 26, 2026 |
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| Data Selection | 23 | 8 | Jun 4, 2026 |
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| Material Property Prediction | 23 | 9 | Jun 29, 2026 |
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| Prediction | 23 | 12 | Jun 25, 2026 |
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| Multi-modal Reasoning | 23 | 43 | Jul 9, 2026 |
|---|
| Theory of Mind reasoning | 23 | 12 | Jun 11, 2026 |
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| Push | 23 | 17 | Jun 26, 2026 |
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| Generative Question Answering | 23 | 15 | Jun 11, 2026 |
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