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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 |
|---|---|---|---|---|
| Text to Image | 63 | 40 | Jul 9, 2026 | |
| Knowledge | 63 | 49 | Jul 7, 2026 | |
| Sleep Stage Classification | 63 | 30 | Jul 7, 2026 | |
| Scene Flow Estimation | 63 | 34 | Jun 2, 2026 | |
| Active Learning | 63 | 18 | Jul 7, 2026 | |
| Temporal Link Prediction | 63 | 17 | Jul 7, 2026 | |
| Zero-shot Evaluation | 63 | 80 | Jul 9, 2026 | |
| Mesh Reconstruction | 62 | 30 | Jun 19, 2026 | |
| Hate Speech Detection | 62 | 44 | Jun 29, 2026 | |
| Drug-Drug Interaction prediction |
| 62 |
| 14 |
| Jul 9, 2026 |
| System Identification | 62 | 21 | Jun 23, 2026 |
|---|
| Multivariate long-term forecasting | 62 | 60 | Jul 2, 2026 |
|---|
| Digit Classification | 62 | 52 | Jun 29, 2026 |
|---|
| Multi-Robot Motion Planning | 62 | 8 | Jun 29, 2026 |
|---|
| Multi-Agent Path Finding | 62 | 14 | Jul 2, 2026 |
|---|
| Knowledge Tracing | 62 | 24 | Jun 15, 2026 |
|---|
| Graph Clustering | 61 | 16 | Jul 8, 2026 |
|---|
| Counting | 61 | 60 | Jul 7, 2026 |
|---|
| Optical Flow | 61 | 78 | Jun 30, 2026 |
|---|
| Community Detection | 61 | 14 | Jul 7, 2026 |
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| Preference Alignment | 61 | 32 | Jul 7, 2026 |
|---|
| Hyperspectral Image Denoising | 61 | 9 | May 26, 2026 |
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| Weather forecasting | 61 | 29 | Jul 7, 2026 |
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| Maximum Independent Set | 61 | 26 | Jul 2, 2026 |
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| Quality Estimation | 61 | 12 | Jun 26, 2026 |
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