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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 |
|---|---|---|---|---|
| Personalized Reward Modeling | 16 | 5 | Jun 9, 2026 | |
| CASH | 16 | 1 | Feb 18, 2026 | |
| Video saliency prediction | 16 | 11 | Jun 4, 2026 | |
| Retrieval Question Answering | 16 | 3 | May 22, 2026 | |
| 3D Referring Expression Segmentation | 16 | 6 | Jun 11, 2026 | |
| Watermarking Robustness (Translation Attack) | 16 | 1 | Mar 26, 2026 | |
| Generalized Traveling Salesman Problem | 16 | 2 | May 19, 2026 | |
| Dimension Reduction | 16 | 2 | Jun 1, 2026 | |
| Image Alignment |
| 16 |
| 4 |
| Jun 18, 2026 |
| Story Point Estimation | 16 | 1 | Mar 17, 2026 |
|---|
| 3D Segmentation | 16 | 11 | Jul 9, 2026 |
|---|
| Word Segmentation | 16 | 5 | Jul 9, 2026 |
|---|
| Video Outpainting | 16 | 8 | May 28, 2026 |
|---|
| Visual Search | 16 | 26 | Jul 2, 2026 |
|---|
| Goal-conditioned Planning | 16 | 4 | Jun 26, 2026 |
|---|
| LiDAR-Camera Extrinsic Calibration | 16 | 2 | Feb 21, 2026 |
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| Stroke Lesion Segmentation | 16 | 1 | Feb 18, 2026 |
|---|
| Biomedical Question Answering | 16 | 12 | Jun 18, 2026 |
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| Path-following | 16 | 5 | Jun 4, 2026 |
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| Failure attribution | 16 | 6 | Jun 4, 2026 |
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| DAG learning | 16 | 7 | May 19, 2026 |
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| Agent Task | 16 | 18 | Jul 7, 2026 |
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| Taxonomic Classification | 16 | 6 | Jun 23, 2026 |
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| Audio-visual understanding | 16 | 22 | Jul 7, 2026 |
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| Slide-level classification | 16 | 19 | Jun 30, 2026 |
|---|