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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 |
|---|---|---|---|---|
| Sound Symbolism Probing | 2 | 1 | Feb 18, 2026 | |
| Super Resolution 12x | 2 | 1 | Mar 18, 2026 | |
| Super Resolution 8x | 2 | 1 | Mar 18, 2026 | |
| Gaussian Deblur 6 | 2 | 1 | Mar 18, 2026 | |
| One-step forecasting | 2 | 1 | Feb 18, 2026 | |
| Binary sequence classification | 2 | 1 | Feb 20, 2026 | |
| Knowledge-enhanced Text Generation | 2 | 1 | Mar 18, 2026 | |
| Face Matching (Sketch-to-Photo) | 2 | 2 | Jun 11, 2026 | |
| Action and State Classification | 2 | 1 | Feb 18, 2026 |
| Textile pattern generation | 2 | 1 | Mar 18, 2026 |
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| Inverse reconstruction | 2 | 1 | Mar 18, 2026 |
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| Novel Facial Expression Synthesis | 2 | 1 | Feb 18, 2026 |
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| 4D Gaussian Splatting refinement | 2 | 1 | Mar 19, 2026 |
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| Architecture Generation | 2 | 1 | Mar 19, 2026 |
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| Metal-Gas interface prediction | 2 | 1 | Feb 20, 2026 |
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| Melt-pool prediction | 2 | 1 | Feb 20, 2026 |
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| Natural Language to Signal Temporal Logic Generation | 2 | 1 | Feb 18, 2026 |
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| Face Matching (Photo-to-Sketch) | 2 | 1 | Feb 18, 2026 |
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| LLM Inference Throughput | 2 | 1 | Feb 20, 2026 |
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| Question Mining | 2 | 1 | Mar 18, 2026 |
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| Dynamical System Simulation | 2 | 1 | Mar 18, 2026 |
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| Time Reparameterized State Prediction | 2 | 1 | Mar 18, 2026 |
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| Active Learning Regression | 2 | 1 | Feb 20, 2026 |
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| Communication Success | 2 | 1 | Feb 18, 2026 |
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| Multiple Choice Answering | 2 | 1 | Mar 18, 2026 |
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