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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 |
|---|---|---|---|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Attribution Quality | 3 | 2 | Feb 18, 2026 | |
| 360-degree image completion | 3 | 1 | Feb 18, 2026 | |
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 | |
| Material Transfer | 3 | 3 | May 18, 2026 | |
| Interactive Text-to-Image Retrieval | 3 | 1 | Feb 18, 2026 | |
| Value Classification |
| 3 |
| 1 |
| Mar 27, 2026 |
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
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| Emotional Attribute Prediction | 3 | 1 | Feb 18, 2026 |
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| Solving 1D advection-diffusion equation | 3 | 1 | Mar 26, 2026 |
|---|
| NC vs. AD classification | 3 | 7 | Jun 19, 2026 |
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| NC vs. MCI classification | 3 | 7 | Jun 19, 2026 |
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| Solving Non-linear Problem | 3 | 1 | Mar 26, 2026 |
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| Overlapping Mention Recognition | 3 | 1 | Feb 18, 2026 |
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| Hamiltonian Cycle Problem | 3 | 2 | Feb 22, 2026 |
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| CarRun | 3 | 3 | May 21, 2026 |
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| BallCircle | 3 | 3 | May 21, 2026 |
|---|