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 |
|---|---|---|---|---|
| Thyroid Ultrasound Segmentation | 4 | 1 | Feb 18, 2026 | |
| HOI Generation | 4 | 3 | Apr 16, 2026 | |
| Identity-Preserving Text-to-Video generation | 4 | 4 | Jun 23, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| General Domain Reasoning | 4 | 5 | Jun 16, 2026 | |
| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 | |
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 | |
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 | |
| Image Compressive Sensing |
| 4 |
| 6 |
| Jun 4, 2026 |
| Generalization to novel objects | 4 | 2 | Feb 22, 2026 |
|---|
| Partial AUC Maximization | 4 | 1 | Feb 18, 2026 |
|---|
| Start point regression | 4 | 1 | Feb 18, 2026 |
|---|
| Frame-level Action Classification | 4 | 1 | Feb 18, 2026 |
|---|
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
|---|
| Risky Sample Transferability | 4 | 1 | Feb 21, 2026 |
|---|
| Multi-task Deep AUC Maximization | 4 | 1 | Feb 18, 2026 |
|---|
| Sparse Classification | 4 | 1 | Feb 18, 2026 |
|---|
| Risky sample generation | 4 | 1 | Feb 21, 2026 |
|---|
| Audio-driven portrait animation | 4 | 3 | Jun 12, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Charge Prediction | 4 | 3 | Mar 23, 2026 |
|---|
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
|---|
| Sparsity-constrained Optimization | 4 | 1 | Feb 18, 2026 |
|---|
| Nusselt number prediction | 4 | 2 | May 8, 2026 |
|---|