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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 |
|---|---|---|---|---|
| Function Optimization | 39 | 9 | May 25, 2026 | |
| Diagnosis | 39 | 20 | Jun 25, 2026 | |
| Registration | 39 | 13 | Jun 19, 2026 | |
| 3D Scene Editing | 39 | 20 | Jul 1, 2026 | |
| General VQA | 39 | 20 | Jul 8, 2026 | |
| Intent Detection | 39 | 21 | Jun 26, 2026 | |
| Language Generation | 39 | 29 | Jul 3, 2026 | |
| Knowledge retrieval | 39 | 20 | Jun 26, 2026 | |
| POMDP Planning | 39 | 9 | Jun 5, 2026 | |
| Lossless Image Compression |
| 39 |
| 11 |
| Apr 7, 2026 |
| Local Curvature Estimation | 39 | 1 | Jun 5, 2026 |
|---|
| Cardiac Image Segmentation | 39 | 12 | Jul 1, 2026 |
|---|
| Motor Imagery Classification | 39 | 23 | Jul 9, 2026 |
|---|
| Online Class-Incremental Learning | 39 | 5 | May 29, 2026 |
|---|
| Vehicle Re-identification | 39 | 37 | Jun 11, 2026 |
|---|
| Fairness evaluation | 39 | 18 | Jul 9, 2026 |
|---|
| Point-Goal navigation | 38 | 15 | Jun 30, 2026 |
|---|
| Meta-Reinforcement Learning | 38 | 8 | Jun 8, 2026 |
|---|
| Out-of-Distribution Generalization | 38 | 6 | Jun 5, 2026 |
|---|
| Surgical Phase Recognition | 38 | 26 | Jul 1, 2026 |
|---|
| Sarcasm Detection | 38 | 25 | Jun 16, 2026 |
|---|
| gene expression prediction | 38 | 16 | Jul 7, 2026 |
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| Perception | 38 | 20 | Jun 30, 2026 |
|---|
| Long-context evaluation | 38 | 44 | Jul 9, 2026 |
|---|
| Word Alignment | 38 | 13 | Jul 9, 2026 |
|---|