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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 |
|---|---|---|---|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 | |
| Phase Progression | 3 | 2 | Feb 18, 2026 | |
| Value Classification | 3 | 1 | Mar 27, 2026 | |
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 | |
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 | |
| Unsupervised depth completion | 3 | 2 | Feb 27, 2026 | |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 | |
| 2048 Game | 3 | 1 | Feb 18, 2026 | |
| Guesser game | 3 | 1 | Feb 18, 2026 |
| Compositional Action Recognition | 3 | 3 | Feb 18, 2026 |
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| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
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| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
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| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
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| Noise Modeling | 3 | 2 | Feb 18, 2026 |
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| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
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| Depth map generation | 3 | 2 | Feb 19, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
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| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
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| Food Recognition | 3 | 3 | May 8, 2026 |
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| Solving 1D advection-diffusion equation | 3 | 1 | Mar 26, 2026 |
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| Unsupervised abstractive summarization | 3 | 1 | Feb 18, 2026 |
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| Solving Non-linear Problem | 3 | 1 | Mar 26, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Steady Electrothermal Multiphysics Simulation | 3 | 1 | Mar 26, 2026 |
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| Embodied Spatial Reasoning | 3 | 3 | Jun 26, 2026 |
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