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 |
|---|---|---|---|---|
| Leakage localization | 23 | 1 | Mar 26, 2026 | |
| 3D Shape Completion | 23 | 11 | Jun 23, 2026 | |
| Cell tracking | 23 | 6 | Jul 7, 2026 | |
| Scene Text Detection | 23 | 39 | Jun 29, 2026 | |
| Phase Retrieval | 23 | 20 | Jun 30, 2026 | |
| Knowledge Reasoning | 23 | 37 | Jun 26, 2026 | |
| Nonlinear Deblurring | 23 | 12 | Jun 30, 2026 | |
| AI Image Detection | 23 | 9 | Jul 8, 2026 | |
| Category Discovery | 23 | 8 | Jul 7, 2026 | |
| Fine-Grained Perception |
| 23 |
| 15 |
| Jul 8, 2026 |
| Node Regression | 23 | 6 | Jun 23, 2026 |
|---|
| Cultural safety evaluation | 23 | 1 | Mar 10, 2026 |
|---|
| Temporal Forgery Localization | 23 | 14 | Jul 7, 2026 |
|---|
| Obstacle Avoidance Navigation | 23 | 6 | Jun 4, 2026 |
|---|
| Table Reasoning | 23 | 11 | Jun 25, 2026 |
|---|
| Stack Cube | 23 | 13 | Jun 25, 2026 |
|---|
| 3D Multi-person Pose Estimation | 23 | 22 | Apr 21, 2026 |
|---|
| Prediction | 23 | 12 | Jun 25, 2026 |
|---|
| CTR detection | 23 | 1 | Mar 9, 2026 |
|---|
| Simultaneous Localization and Mapping | 23 | 7 | Jul 7, 2026 |
|---|
| Malicious Prompt Detection | 23 | 7 | Jul 7, 2026 |
|---|
| Class-conditional image synthesis | 23 | 13 | Apr 23, 2026 |
|---|
| Multi-Agent Pathfinding | 23 | 7 | Jul 2, 2026 |
|---|
| Mapping | 23 | 7 | Jul 7, 2026 |
|---|
| Data Selection | 23 | 8 | Jun 4, 2026 |
|---|