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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 |
|---|---|---|---|---|
| Driving Policy | 3 | 1 | Feb 20, 2026 | |
| Overlapping Mention Recognition | 3 | 1 | Feb 18, 2026 | |
| Hamiltonian Cycle Problem | 3 | 2 | Feb 22, 2026 | |
| CarRun | 3 | 3 | May 21, 2026 | |
| BallCircle | 3 | 3 | May 21, 2026 | |
| DroneCircle | 3 | 2 | Apr 30, 2026 | |
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 | |
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 | |
| 6DoF head pose estimation | 3 |
| 1 |
| Feb 18, 2026 |
| Label Synthesis | 3 | 1 | Feb 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Robustness to Corruptions | 3 | 6 | Mar 18, 2026 |
|---|
| raw-to-sRGB | 3 | 1 | Feb 20, 2026 |
|---|
| Sequence Sorting | 3 | 3 | May 19, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Image-to-Line Drawing Translation | 3 | 1 | Feb 18, 2026 |
|---|
| Downstream retrieval | 3 | 1 | Feb 20, 2026 |
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| Blood cell classification | 3 | 3 | Jul 7, 2026 |
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| Spatio-temporal Density Estimation | 3 | 2 | Feb 18, 2026 |
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| NC vs. MCI classification | 3 | 7 | Jun 19, 2026 |
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| NC vs. AD classification | 3 | 7 | Jun 19, 2026 |
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| MR Bias Field Correction | 3 | 1 | Feb 18, 2026 |
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| Non-Targeted Adversarial Attack | 3 | 1 | Feb 18, 2026 |
|---|