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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 |
|---|---|---|---|---|
| Video Inpainting | 53 | 31 | Jun 18, 2026 | |
| Question Generation | 53 | 41 | Jun 18, 2026 | |
| Missing Data Imputation | 52 | 12 | May 26, 2026 | |
| Sequence Classification | 52 | 28 | Jun 23, 2026 | |
| Theorem Proving | 52 | 23 | Jul 1, 2026 | |
| Video Action Recognition | 52 | 64 | Jun 16, 2026 | |
| GUI Navigation | 52 | 34 | Jul 1, 2026 | |
| Autonomous Driving Planning | 52 | 64 | Jul 9, 2026 | |
| Query Routing | 52 | 5 | Jun 4, 2026 | |
| Generalized Planning |
|---|
| 52 |
| 6 |
| May 26, 2026 |
| Multiclass Imbalanced Classification | 52 | 1 | Feb 21, 2026 |
|---|
| Global Localization | 52 | 8 | Jun 1, 2026 |
|---|
| Long-Tailed Image Classification | 52 | 60 | Jul 8, 2026 |
|---|
| Tokenization | 52 | 9 | May 29, 2026 |
|---|
| Object Localization | 52 | 46 | Jun 30, 2026 |
|---|
| Regret Minimization | 52 | 27 | Jul 7, 2026 |
|---|
| Homography Estimation | 52 | 38 | Jul 7, 2026 |
|---|
| Image-Goal Navigation | 52 | 22 | Jun 30, 2026 |
|---|
| Data Imputation | 52 | 9 | Jul 9, 2026 |
|---|
| Speech Synthesis | 51 | 43 | Jul 8, 2026 |
|---|
| Multi-robot path planning | 51 | 5 | Jun 29, 2026 |
|---|
| Autonomous Exploration | 51 | 16 | Jun 23, 2026 |
|---|
| Change Point Detection | 51 | 10 | Jun 8, 2026 |
|---|
| Fault Diagnosis | 51 | 18 | Jul 7, 2026 |
|---|
| Precipitation nowcasting | 51 | 30 | Jun 30, 2026 |
|---|