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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 |
|---|---|---|---|---|
| Raindrop Removal | 8 | 10 | Apr 23, 2026 | |
| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| Image Generation Quality | 8 | 2 | Feb 18, 2026 | |
| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 | |
| Image Style Transfer | 8 | 8 | Apr 24, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 | |
| Crowd behavior generation |
| 8 |
| 2 |
| Apr 6, 2026 |
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
|---|
| Traffic Sign Recognition | 8 | 9 | Jun 9, 2026 |
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| DAG scheduling | 8 | 2 | Mar 25, 2026 |
|---|
| Adversarial Text Detection | 8 | 2 | Feb 18, 2026 |
|---|
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
|---|
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Dependency Labeling | 8 | 1 | Feb 18, 2026 |
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| Marked Temporal Point Process | 8 | 3 | Mar 13, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 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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| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| UAV Tracking | 8 | 5 | May 28, 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 |
|---|