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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 |
|---|---|---|---|---|
| Foreground Generation | 2 | 1 | Feb 19, 2026 | |
| Background Generation | 2 | 1 | Feb 19, 2026 | |
| Text-to-All Generation | 2 | 1 | Feb 19, 2026 | |
| Maximal Independent Set | 2 | 2 | Mar 4, 2026 | |
| Novel view HDR synthesis | 2 | 1 | Feb 19, 2026 | |
| Novel exposure synthesis (Δt1, Δt3) | 2 | 1 | Feb 19, 2026 | |
| Arithmetic Planning | 2 | 2 | Jun 9, 2026 | |
| 3D Volume Reconstruction | 2 | 1 | Mar 24, 2026 | |
| Anatomy-Grounded Report Generation |
| 2 |
| 1 |
| Feb 19, 2026 |
| Game of 24 | 2 | 2 | Feb 27, 2026 |
|---|
| Scene Localization | 2 | 1 | Mar 24, 2026 |
|---|
| Vertebra Level Fracture Recognition | 2 | 1 | Feb 19, 2026 |
|---|
| Stylized Image Quality Assessment | 2 | 1 | Mar 25, 2026 |
|---|
| Biochemical recurrence prediction | 2 | 2 | Jun 9, 2026 |
|---|
| Video Human Pose Estimation | 2 | 1 | Mar 24, 2026 |
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| Progress Reasoning | 2 | 1 | Feb 19, 2026 |
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| Next check-in prediction | 2 | 1 | Mar 24, 2026 |
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| NMR spectral simulation | 2 | 1 | Mar 24, 2026 |
|---|
| Phoneme Decoding | 2 | 2 | Apr 21, 2026 |
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| Relative Position Reasoning | 2 | 1 | Feb 19, 2026 |
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| Turn On Lamp | 2 | 2 | Jun 17, 2026 |
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| Insurance Reserving | 2 | 1 | Mar 24, 2026 |
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| Complex Multi-step Reasoning | 2 | 3 | May 26, 2026 |
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| Spatio-temporal traffic prediction | 2 | 1 | Mar 24, 2026 |
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| Pose Refinement | 2 | 2 | Apr 23, 2026 |
|---|