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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 |
|---|---|---|---|---|
| Clinical structure faithfulness | 3 | 1 | Feb 20, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Camera Coordinate 3D tracking | 3 | 1 | Feb 20, 2026 | |
| Scene Reconstruction and Generation | 3 | 1 | Feb 18, 2026 | |
| Lifelong Reinforcement Learning | 3 | 1 | Feb 18, 2026 | |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 | |
| Part-level 3D Generation | 3 | 3 | Mar 24, 2026 | |
| Value Classification |
| 3 |
| 1 |
| Mar 27, 2026 |
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| GUI Grounding and Action | 3 | 1 | Feb 18, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Neighborhood Attention Forward Pass | 3 | 1 | Feb 18, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
|---|
| Multiview Registration | 3 | 1 | Feb 20, 2026 |
|---|
| Solving Non-linear Problem | 3 | 1 | Mar 26, 2026 |
|---|
| Multilingual Document Parsing | 3 | 3 | Jul 7, 2026 |
|---|
| Embodied Spatial Reasoning | 3 | 3 | Jun 26, 2026 |
|---|
| Simple chat | 3 | 1 | Mar 26, 2026 |
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| Event Typing | 3 | 2 | Feb 18, 2026 |
|---|