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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 |
|---|---|---|---|---|
| LLM-generated content detection | 21 | 3 | Jul 7, 2026 | |
| Offline Multi-objective Optimization | 21 | 3 | Jun 16, 2026 | |
| human-robot task planning and allocation | 21 | 2 | Apr 15, 2026 | |
| Symbolic Distillation | 21 | 1 | Apr 14, 2026 | |
| Over-refusal evaluation | 21 | 18 | Jul 3, 2026 | |
| Meaning Representation Parsing | 21 | 2 | Feb 18, 2026 | |
| Offline Model-Based Optimization | 21 | 5 | Mar 5, 2026 | |
| Multiple Instance Learning Classification | 21 | 8 | Jul 1, 2026 | |
| Hexagon Packing |
| 21 |
| 3 |
| Jun 5, 2026 |
| Radar Odometry | 21 | 3 | Apr 28, 2026 |
|---|
| RAW2RAW Translation | 21 | 1 | Mar 24, 2026 |
|---|
| World Knowledge | 21 | 11 | Jun 19, 2026 |
|---|
| Real-world Image Super-Resolution | 21 | 15 | Jun 16, 2026 |
|---|
| Numerical Reasoning | 21 | 14 | May 21, 2026 |
|---|
| Object Manipulation | 21 | 13 | Jul 8, 2026 |
|---|
| Data Compression | 21 | 8 | May 12, 2026 |
|---|
| Computer Use | 20 | 14 | Jun 18, 2026 |
|---|
| Social Navigation | 20 | 10 | Jul 9, 2026 |
|---|
| Malicious Package Detection | 20 | 8 | Jul 7, 2026 |
|---|
| Nudity Erasure | 20 | 17 | Jun 30, 2026 |
|---|
| Vertex Classification | 20 | 4 | May 22, 2026 |
|---|
| Ranking Prediction | 20 | 2 | Jun 29, 2026 |
|---|
| Fine-tuning | 20 | 9 | Jul 7, 2026 |
|---|
| Sparse Autoencoding | 20 | 6 | Jul 3, 2026 |
|---|
| Abnormal Event Detection | 20 | 39 | May 12, 2026 |
|---|