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 |
|---|---|---|---|---|
| Over-refusal evaluation | 21 | 18 | Jul 3, 2026 | |
| Multi-person Pose Estimation | 21 | 50 | Mar 11, 2026 | |
| Reference-based Super-Resolution | 21 | 7 | Jun 30, 2026 | |
| Monocular dynamic scene reconstruction | 21 | 6 | Jun 30, 2026 | |
| 4D Generation | 21 | 16 | Jul 3, 2026 | |
| Chest X-ray classification | 21 | 24 | Apr 28, 2026 | |
| 5-way 5-shot Classification | 21 | 21 | May 29, 2026 | |
| Hexagon Packing | 21 | 3 | Jun 5, 2026 | |
| Dynamic Novel View Synthesis |
| 21 |
| 11 |
| Jun 30, 2026 |
| 3D Object Recognition | 21 | 11 | Mar 24, 2026 |
|---|
| Meaning Representation Parsing | 21 | 2 | Feb 18, 2026 |
|---|
| Species Classification | 21 | 13 | Jun 16, 2026 |
|---|
| Data Compression | 21 | 8 | May 12, 2026 |
|---|
| Real-world Image Super-Resolution | 21 | 15 | Jun 16, 2026 |
|---|
| Offline Model-Based Optimization | 21 | 5 | Mar 5, 2026 |
|---|
| Graph-level classification | 21 | 11 | Jul 7, 2026 |
|---|
| Re-ranking | 21 | 16 | Jul 2, 2026 |
|---|
| 2-class segmentation | 21 | 1 | Feb 22, 2026 |
|---|
| Biomedical Entity Linking | 21 | 5 | May 28, 2026 |
|---|
| Single-class Unlearning | 21 | 8 | Jun 24, 2026 |
|---|
| MILP Branching | 21 | 3 | May 29, 2026 |
|---|
| Hate speech classification | 21 | 12 | May 27, 2026 |
|---|
| Abstract Visual Reasoning | 21 | 12 | May 14, 2026 |
|---|
| Prospective paper impact forecasting | 21 | 1 | May 11, 2026 |
|---|
| Destination Node Retrieval | 21 | 1 | May 8, 2026 |
|---|