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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 |
|---|---|---|---|---|
| Instance-level Evaluation | 5 | 1 | Feb 18, 2026 | |
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 | |
| Referring Expression Object Segmentation | 5 | 3 | Apr 23, 2026 | |
| Moral Reasoning | 5 | 4 | May 21, 2026 | |
| Adversarial jailbreak attack | 5 | 2 | May 12, 2026 | |
| Asynchronous planning | 5 | 2 | Jun 2, 2026 | |
| Income Prediction | 5 | 4 | May 12, 2026 | |
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 | |
| STEM & Reasoning |
| 5 |
| 4 |
| Jul 7, 2026 |
| Vision Reasoning | 5 | 2 | May 19, 2026 |
|---|
| Joint Multiple Intent Detection and Slot Filling | 5 | 6 | Feb 18, 2026 |
|---|
| Image Stylization | 5 | 4 | Apr 13, 2026 |
|---|
| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 |
|---|
| Multiway point cloud registration | 5 | 1 | Feb 18, 2026 |
|---|
| Texture Transfer | 5 | 3 | Jun 25, 2026 |
|---|
| Humanoid | 5 | 4 | Jul 7, 2026 |
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| Multi-route generation | 5 | 2 | May 22, 2026 |
|---|
| STEM Question Answering | 5 | 5 | Jun 11, 2026 |
|---|
| Black-box LLM Jailbreaking | 5 | 1 | Feb 18, 2026 |
|---|
| Automatic Post-Editing | 5 | 1 | Feb 18, 2026 |
|---|
| Multi-Class Out-of-Distribution Detection | 5 | 6 | May 26, 2026 |
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| 3D Head Avatar Reconstruction | 5 | 7 | May 6, 2026 |
|---|
| Zero-shot Task Evaluation | 5 | 6 | Jun 4, 2026 |
|---|
| Deep-search QA | 5 | 3 | Jul 1, 2026 |
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| Feature Attribution Evaluation | 5 | 3 | Feb 18, 2026 |
|---|