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 |
|---|---|---|---|---|
| End-to-End Text Recognition | 6 | 6 | Feb 18, 2026 | |
| Visual Captioning | 6 | 1 | Feb 27, 2026 | |
| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 | |
| Fluid Dynamics Forecasting | 6 | 2 | May 20, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Table Understanding | 6 | 3 | Jun 16, 2026 | |
| Lipschitz Constant Estimation |
|---|
| 6 |
| 3 |
| May 28, 2026 |
| Text Infilling | 6 | 5 | Jun 16, 2026 |
|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 |
|---|
| Automatic Diagnosis | 6 | 2 | Feb 18, 2026 |
|---|
| Wide baseline stereo | 6 | 1 | Feb 18, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
|---|
| Model Verification | 6 | 1 | Mar 30, 2026 |
|---|
| Lane line mapping | 6 | 2 | Mar 4, 2026 |
|---|
| Text-based Game Playing | 6 | 4 | Jun 1, 2026 |
|---|
| Speech-Driven Facial Animation | 6 | 7 | Apr 20, 2026 |
|---|
| Energy-optimal path planning | 6 | 1 | Mar 30, 2026 |
|---|
| Saliency Heatmap Prediction | 6 | 1 | Feb 18, 2026 |
|---|
| Code-switched text synthesis | 6 | 1 | Feb 18, 2026 |
|---|
| Importance Learning | 6 | 1 | Feb 18, 2026 |
|---|
| Hyperspectral Semantic Segmentation | 6 | 2 | May 19, 2026 |
|---|