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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 |
|---|---|---|---|---|
| Segmentation Quality Assessment | 4 | 1 | Mar 31, 2026 | |
| SCF Savings Prediction | 4 | 1 | Feb 18, 2026 | |
| Relative iterations saved at convergence | 4 | 1 | Feb 18, 2026 | |
| Shape Prediction | 4 | 3 | Mar 23, 2026 | |
| Protein Fold Classification | 4 | 3 | Jun 19, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Trial outcome prediction | 4 | 1 | Feb 21, 2026 | |
| Deep Reinforcement Learning Implementation Performance | 4 | 1 | Feb 18, 2026 | |
| Class-conditioned image generation |
| 4 |
| 5 |
| May 8, 2026 |
| Retinal Fluid Segmentation | 4 | 2 | Feb 18, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Cause-Effect Discovery | 4 | 2 | Apr 8, 2026 |
|---|
| Wide-angle portrait correction | 4 | 2 | Feb 18, 2026 |
|---|
| Sentence-level Relation Extraction | 4 | 3 | Feb 18, 2026 |
|---|
| Fashion Retrieval | 4 | 2 | Feb 18, 2026 |
|---|
| Climate Downscaling | 4 | 2 | Jul 8, 2026 |
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| Dysphonic voice detection | 4 | 1 | Feb 18, 2026 |
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| 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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| Protein Prediction | 4 | 1 | Feb 21, 2026 |
|---|
| Utility Density Modeling | 4 | 1 | Feb 18, 2026 |
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| Dynamic 3D Scene Reconstruction | 4 | 2 | Feb 18, 2026 |
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| Visual Machine Reading Comprehension | 4 | 4 | Mar 4, 2026 |
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| Activity Segmentation | 4 | 1 | Feb 18, 2026 |
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| JPEG Deblocking | 4 | 3 | Jun 26, 2026 |
|---|