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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 |
|---|---|---|---|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Source Integrity | 3 | 1 | Feb 20, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Prize-collecting Vehicle Routing Problem | 3 | 1 | May 13, 2026 | |
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 | |
| Event Partonomy Prediction | 3 | 1 | Feb 20, 2026 | |
| NC vs. MCI classification | 3 | 7 | Jun 19, 2026 | |
| Meta-Measure 2 (Ground-Truth Switch) |
| 3 |
| 1 |
| Feb 20, 2026 |
| SQL-to-text generation | 3 | 2 | Feb 18, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Influence Analysis | 3 | 2 | Mar 11, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Portrait photo retouching | 3 | 1 | Feb 18, 2026 |
|---|
| Inter-frame Trajectory Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Text-to-Video Stylization | 3 | 2 | Apr 16, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Camera Coordinate 3D tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Fine-grained frame retrieval | 3 | 2 | Feb 18, 2026 |
|---|
| Clinical structure faithfulness | 3 | 1 | Feb 20, 2026 |
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| Cardiac Output estimation | 3 | 2 | Feb 22, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|