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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 |
|---|---|---|---|---|
| Parameter Estimation | 102 | 30 | Jun 29, 2026 | |
| Time-series generation | 102 | 23 | Jul 1, 2026 | |
| Unconditional Image Generation | 102 | 126 | Jul 9, 2026 | |
| Dynamic Link Prediction | 101 | 12 | Jul 7, 2026 | |
| View Synthesis | 101 | 61 | Jul 7, 2026 | |
| Facial Expression Recognition | 101 | 77 | Jul 8, 2026 | |
| Long Video Understanding | 100 | 129 | Jul 8, 2026 | |
| Neural Architecture Search | 99 | 42 | Jun 18, 2026 | |
| State estimation | 98 | 33 | Jul 2, 2026 | |
| Medical Reasoning |
| 98 |
| 54 |
| Jul 7, 2026 |
| Generalized Category Discovery | 98 | 38 | Jul 7, 2026 |
|---|
| Trajectory Planning | 97 | 61 | Jul 2, 2026 |
|---|
| Knowledge Graph Question Answering | 97 | 57 | Jul 2, 2026 |
|---|
| Zero-shot Classification | 97 | 69 | Jul 7, 2026 |
|---|
| Ranking | 96 | 54 | Jul 3, 2026 |
|---|
| Object Hallucination Evaluation | 96 | 393 | Jul 9, 2026 |
|---|
| Video Editing | 95 | 60 | Jul 7, 2026 |
|---|
| Black-box Optimization | 95 | 30 | Jul 2, 2026 |
|---|
| Referring Expression Comprehension | 95 | 105 | Jul 8, 2026 |
|---|
| Image-Text Retrieval | 95 | 93 | Jul 8, 2026 |
|---|
| Feature Selection | 95 | 19 | Jun 2, 2026 |
|---|
| Video Anomaly Detection | 95 | 102 | Jul 2, 2026 |
|---|
| Safety Classification | 94 | 45 | Jul 8, 2026 |
|---|
| Jailbreak Detection | 94 | 25 | Jun 23, 2026 |
|---|
| Mathematics | 94 | 101 | Jul 7, 2026 |
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