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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Flow Estimation | 6 | 2 | Feb 21, 2026 | |
| Video Annotation | 6 | 3 | Feb 18, 2026 | |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 | |
| Multi-step prediction | 6 | 2 | Jun 15, 2026 | |
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 | |
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Text-only Question Answering | 6 | 4 | Feb 20, 2026 | |
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 | |
| Retinal Layer Segmentation |
|---|
| 6 |
| 2 |
| Apr 7, 2026 |
| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 |
|---|
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
|---|
| Estimating source distributions | 6 | 1 | Feb 18, 2026 |
|---|
| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 |
|---|
| Text-to-SVG Generation | 6 | 6 | Apr 10, 2026 |
|---|
| Architecture Performance Ranking | 6 | 1 | Feb 18, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Polling-based Object Probing Evaluation (POPE) | 6 | 2 | Feb 19, 2026 |
|---|
| Zero-cost Proxy Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| NAS Proxy Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| Map Construction | 6 | 2 | Jun 4, 2026 |
|---|