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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 |
|---|---|---|---|---|
| RGB-D Saliency Detection | 8 | 8 | Jul 1, 2026 | |
| Spell Correction | 8 | 2 | Feb 19, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| UAV Tracking | 8 | 5 | May 28, 2026 | |
| Video demonstration retrieval | 8 | 1 | Apr 7, 2026 | |
| Image Rescaling | 8 | 5 | May 4, 2026 | |
| Long Text Generation | 8 | 3 | May 13, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| Conversational Memory Retrieval | 8 | 3 | Jun 11, 2026 | |
| Partial-Label Image Classification |
|---|
| 8 |
| 4 |
| Apr 9, 2026 |
| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
|---|
| Key-Value Retrieval | 8 | 5 | Jun 29, 2026 |
|---|
| Next Basket Recommendation | 8 | 3 | May 4, 2026 |
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| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
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| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
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| Variational Bayesian Phylogenetic Inference | 8 | 1 | Feb 18, 2026 |
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| Phylogenetic tree topology density estimation | 8 | 1 | Feb 18, 2026 |
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| Safety-Sensitive Text-to-Image Generation | 8 | 1 | Feb 18, 2026 |
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| Heat Diffusion Prediction | 8 | 2 | Feb 18, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Affective Computing | 8 | 2 | Jun 30, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| MS lesion segmentation | 8 | 3 | May 12, 2026 |
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| Artistic Style Transfer | 8 | 3 | Feb 20, 2026 |
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