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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 |
|---|---|---|---|---|
| Watermark Extraction | 37 | 19 | Jun 17, 2026 | |
| Natural Language Processing | 37 | 22 | Jul 7, 2026 | |
| 3D Point Cloud Classification | 37 | 59 | Jun 18, 2026 | |
| Spoken Language Understanding | 37 | 22 | Jun 25, 2026 | |
| Univariate Time Series Forecasting | 37 | 21 | Jul 8, 2026 | |
| Zero-shot Reasoning | 37 | 51 | Jul 7, 2026 | |
| Continual Reinforcement Learning | 37 | 10 | Jun 17, 2026 | |
| Inverse Kinematics | 37 | 12 | Jul 8, 2026 | |
| Hyperspectral Image Fusion |
| 37 |
| 8 |
| Jun 1, 2026 |
| Hyperedge prediction | 37 | 4 | May 26, 2026 |
|---|
| Nuclei Instance Segmentation | 37 | 18 | May 29, 2026 |
|---|
| Continuum Dynamics Rollout Prediction | 37 | 1 | Jul 7, 2026 |
|---|
| Image Vectorization | 37 | 4 | May 26, 2026 |
|---|
| Generative Retrieval | 37 | 15 | Jul 7, 2026 |
|---|
| Safety Detection | 37 | 12 | Jun 23, 2026 |
|---|
| Diagnostic Classification | 37 | 18 | Jul 7, 2026 |
|---|
| Jailbreak | 37 | 26 | Jun 11, 2026 |
|---|
| Incremental Learning | 37 | 22 | May 13, 2026 |
|---|
| Auto-bidding | 37 | 12 | Jun 15, 2026 |
|---|
| Recognition | 37 | 20 | Jul 7, 2026 |
|---|
| Competitive Programming | 37 | 26 | Jul 7, 2026 |
|---|
| Dialogue Evaluation | 37 | 20 | Jul 7, 2026 |
|---|
| Virtual Staining | 37 | 8 | Jul 7, 2026 |
|---|
| Top-K Recommendation | 37 | 20 | Jun 23, 2026 |
|---|
| Retrosynthesis | 36 | 32 | Jul 9, 2026 |
|---|