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 |
|---|---|---|---|---|
| Pedestrian Pose Estimation | 7 | 1 | Feb 18, 2026 | |
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 | |
| Opinion Term Extraction | 7 | 7 | Feb 22, 2026 | |
| Base-to-new class generalization | 7 | 2 | Jun 18, 2026 | |
| Tumor Core Segmentation | 7 | 7 | Jun 9, 2026 | |
| Dose-response estimation | 7 | 2 | May 12, 2026 | |
| Cross-modal Person Re-identification | 7 | 2 | Feb 25, 2026 | |
| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 | |
| Visual Information Extraction |
| 7 |
| 2 |
| Feb 18, 2026 |
| Nuclear Instance Segmentation | 7 | 7 | May 29, 2026 |
|---|
| Embedding Inversion | 7 | 3 | Mar 23, 2026 |
|---|
| Knowledge Grounded Dialogue | 7 | 7 | Apr 10, 2026 |
|---|
| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 |
|---|
| Secure Aggregation | 7 | 2 | Jul 9, 2026 |
|---|
| Robotic Trajectory Tracking | 7 | 2 | Jun 18, 2026 |
|---|
| Strawberry Picking | 7 | 1 | Feb 22, 2026 |
|---|
| Point Cloud Lossless Attribute Compression | 7 | 1 | Feb 21, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
|---|
| Image Crop & Resize Detection and Restoration | 7 | 1 | Feb 18, 2026 |
|---|
| Auditory Attention Decoding | 7 | 2 | Mar 30, 2026 |
|---|
| Raman Reconstruction | 7 | 1 | Mar 26, 2026 |
|---|
| Absolute Translation Error Estimation | 7 | 1 | Feb 21, 2026 |
|---|
| COVID-19 Detection | 7 | 5 | May 13, 2026 |
|---|
| Robot Assembly | 7 | 1 | Feb 21, 2026 |
|---|