Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| STEM Question Answering | 5 | 5 | Jun 11, 2026 | |
| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 | |
| Target Search | 5 | 3 | Jun 5, 2026 | |
| Stress Prediction | 5 | 3 | Jun 23, 2026 | |
| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 | |
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 | |
| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 | |
| Black-box LLM Jailbreaking | 5 | 1 | Feb 18, 2026 | |
| Trigger Stealthiness |
| 5 |
| 1 |
| Feb 18, 2026 |
| Multi-route generation | 5 | 2 | May 22, 2026 |
|---|
| Multi-turn conversation performance | 5 | 1 | Feb 18, 2026 |
|---|
| Deep-search QA | 5 | 3 | Jul 1, 2026 |
|---|
| Adversarial jailbreak attack | 5 | 2 | May 12, 2026 |
|---|
| Network Classification | 5 | 1 | Feb 18, 2026 |
|---|
| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
|---|
| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
|---|
| stack cups | 5 | 5 | Jun 12, 2026 |
|---|
| Vision Reasoning | 5 | 2 | May 19, 2026 |
|---|
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
|---|
| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
|---|
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
|---|
| Atomic model building | 5 | 2 | May 12, 2026 |
|---|
| Multi-channel Speech Separation | 5 | 2 | Jun 9, 2026 |
|---|
| StackCube | 5 | 5 | Jul 2, 2026 |
|---|
| Process-outcome alignment | 5 | 1 | Feb 18, 2026 |
|---|