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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 |
|---|---|---|---|---|
| Task 1 | 8 | 6 | Jul 8, 2026 | |
| Feedback Evaluation | 8 | 3 | Mar 13, 2026 | |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 | |
| Tissue Segmentation | 8 | 5 | Jun 1, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Disease-Specific Survival prediction | 8 | 3 | Jun 30, 2026 | |
| Raindrop Removal | 8 | 10 | Apr 23, 2026 | |
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 | |
| Face Inpainting | 8 | 4 | May 19, 2026 | |
| Respiratory Classification |
|---|
| 8 |
| 1 |
| Feb 21, 2026 |
| Crowd behavior generation | 8 | 2 | Apr 6, 2026 |
|---|
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
|---|
| Image Generation Quality | 8 | 2 | Feb 18, 2026 |
|---|
| Online Video Understanding | 8 | 9 | Apr 28, 2026 |
|---|
| Multi-view Stereo Reconstruction | 8 | 9 | Jul 8, 2026 |
|---|
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Affective Computing | 8 | 2 | Jun 30, 2026 |
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| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| Density Map Estimation | 8 | 3 | Feb 18, 2026 |
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| Crowd Localization | 8 | 7 | Mar 26, 2026 |
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| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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| Adversarial Text Detection | 8 | 2 | Feb 18, 2026 |
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| Image Style Transfer | 8 | 8 | Apr 24, 2026 |
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