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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 |
|---|---|---|---|---|
| Online Video Understanding | 8 | 9 | Apr 28, 2026 | |
| Conversation | 8 | 9 | Jun 2, 2026 | |
| Multi-label image recognition | 8 | 19 | May 28, 2026 | |
| UAV Tracking | 8 | 5 | May 28, 2026 | |
| Video Frame Prediction | 8 | 5 | Mar 13, 2026 | |
| Affective Computing | 8 | 2 | Jun 30, 2026 | |
| Text-to-Image Personalization | 8 | 7 | May 22, 2026 | |
| Generative Error Rescoring | 8 | 1 | Feb 18, 2026 | |
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
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| Lexical Semantic Change Detection | 8 | 5 | Feb 18, 2026 |
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| Inpainting (Random) | 8 | 6 | May 28, 2026 |
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| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| Speaker Separation | 8 | 5 | Jun 2, 2026 |
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| Generative Identity Unlearning | 8 | 3 | Feb 20, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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| Target Detection | 8 | 5 | May 20, 2026 |
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| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
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| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
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| Path-level reasoning | 8 | 1 | Feb 21, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Object Grounding | 8 | 5 | Apr 21, 2026 |
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| Object-level reasoning | 8 | 1 | Feb 21, 2026 |
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