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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 |
|---|---|---|---|---|
| Veracity Inference | 6 | 1 | Feb 22, 2026 | |
| Audio-Visual Event Classification | 6 | 10 | Jun 25, 2026 | |
| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 | |
| Question Answering with Abstention | 6 | 3 | May 12, 2026 | |
| Target-Oriented Opinion Word Extraction | 6 | 3 | Feb 22, 2026 | |
| Counterfactual Outcome Estimation | 6 | 3 | Apr 16, 2026 | |
| Affine Surface Registration | 6 | 1 | Apr 3, 2026 | |
| Product type extraction | 6 | 1 | Feb 18, 2026 | |
| Fundamental Frequency Estimation |
| 6 |
| 1 |
| Feb 21, 2026 |
| Height Completion | 6 | 1 | Apr 3, 2026 |
|---|
| meta learning | 6 | 1 | Feb 18, 2026 |
|---|
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 |
|---|
| Non-rigid Surface Registration | 6 | 1 | Apr 3, 2026 |
|---|
| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 |
|---|
| Omnidirectional Image Super-Resolution | 6 | 3 | Jun 30, 2026 |
|---|
| Method Name Prediction | 6 | 1 | Feb 19, 2026 |
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| Hand Relighting | 6 | 1 | Feb 18, 2026 |
|---|
| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 |
|---|
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
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| Open set action recognition | 6 | 2 | Mar 5, 2026 |
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| Event-based Stereo Matching | 6 | 1 | Apr 3, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
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| Hateful Image Detection | 6 | 1 | Feb 18, 2026 |
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| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
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| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|