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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 |
|---|---|---|---|---|
| MS lesion segmentation | 8 | 3 | May 12, 2026 | |
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| Conversational Search | 8 | 4 | Apr 10, 2026 | |
| Joint parameter estimation | 8 | 3 | Jun 2, 2026 | |
| ASR | 8 | 4 | Jun 9, 2026 | |
| Fixed effect estimation | 8 | 1 | Feb 18, 2026 | |
| Relation Detection | 8 | 10 | Feb 27, 2026 | |
| Text Ranking | 8 | 2 | Jul 2, 2026 | |
| Fake News Video Detection |
| 8 |
| 3 |
| Apr 10, 2026 |
| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 |
|---|
| Highlight Removal | 8 | 3 | Mar 4, 2026 |
|---|
| Long Text Generation | 8 | 3 | May 13, 2026 |
|---|
| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
|---|
| Image Customization | 8 | 2 | Jul 1, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Skin Disease Classification | 8 | 4 | Feb 21, 2026 |
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| Decoding Latency | 8 | 1 | Feb 18, 2026 |
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| Survival group classification | 8 | 1 | Feb 21, 2026 |
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| Line Detection | 8 | 5 | Jun 4, 2026 |
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| Remote Sensing Scene Classification | 8 | 9 | May 12, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 |
|---|