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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 |
|---|---|---|---|---|
| Skin Disease Classification | 8 | 4 | Feb 21, 2026 | |
| Activity Detection | 8 | 9 | Feb 27, 2026 | |
| Long Text Generation | 8 | 3 | May 13, 2026 | |
| Fake News Video Detection | 8 | 3 | Apr 10, 2026 | |
| Machine Translation (En-De) | 8 | 4 | Feb 18, 2026 | |
| Demosaicing | 8 | 4 | Jun 12, 2026 | |
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 | |
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| Contextual Bandit Simulation |
| 8 |
| 1 |
| Feb 21, 2026 |
| Survival group classification | 8 | 1 | Feb 21, 2026 |
|---|
| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
|---|
| 5-way 1-shot Image Classification | 8 | 3 | Feb 21, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
|---|
| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 |
|---|
| Respiratory Classification | 8 | 1 | Feb 21, 2026 |
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| Posterior Predictive Inference | 8 | 2 | Jun 19, 2026 |
|---|
| Online Video Understanding | 8 | 9 | Apr 28, 2026 |
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| Static Grasp Evaluation | 8 | 1 | Feb 18, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| Reinforcement Learning Convergence | 8 | 2 | Jun 18, 2026 |
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| Crowd behavior generation | 8 | 2 | Apr 6, 2026 |
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| Feedback Evaluation | 8 | 3 | Mar 13, 2026 |
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