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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 |
|---|---|---|---|---|
| AI-generated paper detection | 2 | 1 | Mar 23, 2026 | |
| SST forecasting | 2 | 2 | Jun 11, 2026 | |
| Facial Alignment | 2 | 1 | Feb 18, 2026 | |
| Reasoning Generation | 2 | 2 | Apr 27, 2026 | |
| Artist Concept Removal | 2 | 2 | Feb 21, 2026 | |
| Fine-grained concept separation | 2 | 1 | Feb 18, 2026 | |
| Invasion Detection | 2 | 1 | Feb 20, 2026 | |
| Nuclear Grading | 2 | 1 | Feb 20, 2026 | |
| Food Classification | 2 | 2 | Jun 30, 2026 | |
| Aesthetic Quality Improvement |
| 2 |
| 1 |
| Feb 20, 2026 |
| Diarization-aware Automatic Speech Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Block Location Probing | 2 | 2 | Jun 26, 2026 |
|---|
| Air Quality Index (AQI) Classification | 2 | 2 | Apr 28, 2026 |
|---|
| Cognitive intelligence prediction | 2 | 2 | Feb 18, 2026 |
|---|
| Open-set object recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-driven Generation | 2 | 1 | Feb 20, 2026 |
|---|
| Multi-agent policy synthesis | 2 | 1 | Mar 23, 2026 |
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| NC-MRI to CE-MRI Synthesis | 2 | 1 | Mar 23, 2026 |
|---|
| Continuous fingertip trajectory tracking | 2 | 1 | Mar 23, 2026 |
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| Unscramble | 2 | 1 | Feb 18, 2026 |
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| Visual Compliance Verification | 2 | 1 | Mar 23, 2026 |
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| Paragraph Captioning | 2 | 2 | Feb 18, 2026 |
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| Aggregate Multimodal Performance | 2 | 2 | May 19, 2026 |
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| Speaker-attributed Transcription | 2 | 1 | Feb 18, 2026 |
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| Helpfulness Assessment | 2 | 2 | May 8, 2026 |
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