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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 |
|---|---|---|---|---|
| General AI Assistant Task | 4 | 14 | Jun 30, 2026 | |
| General AI Assistant | 4 | 5 | Jun 5, 2026 | |
| Activity Prediction | 4 | 3 | Feb 22, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Protein Fold Classification | 4 | 3 | Jun 19, 2026 | |
| ChIP-seq signal reconstruction | 4 | 1 | Feb 18, 2026 | |
| Trial outcome prediction | 4 | 1 | Feb 21, 2026 | |
| Sketch-conditioned image generation | 4 | 4 | Jun 30, 2026 | |
| Deep Reinforcement Learning Implementation Performance |
| 4 |
| 1 |
| Feb 18, 2026 |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Single-image 3D scene generation | 4 | 3 | Jul 7, 2026 |
|---|
| Climate Downscaling | 4 | 2 | Jul 8, 2026 |
|---|
| Protein Prediction | 4 | 1 | Feb 21, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Task recognition | 4 | 4 | Mar 12, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| SCF Savings Prediction | 4 | 1 | Feb 18, 2026 |
|---|
| Relative iterations saved at convergence | 4 | 1 | Feb 18, 2026 |
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| Shape Prediction | 4 | 3 | Mar 23, 2026 |
|---|
| Population Synthesis | 4 | 4 | Jul 7, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| PDE Forward Problem | 4 | 1 | Feb 21, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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