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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 |
|---|---|---|---|---|
| Video segmentation and tracking | 3 | 1 | Feb 18, 2026 | |
| Instruction following and reasoning | 3 | 3 | Feb 27, 2026 | |
| subject-to-video generation | 3 | 5 | Jun 9, 2026 | |
| Text-to-Image In-Context Learning | 3 | 2 | Jul 9, 2026 | |
| Legal Evaluation | 3 | 4 | Jun 4, 2026 | |
| Radar sequence prediction | 3 | 1 | Feb 20, 2026 | |
| Long-term Visual Tracking | 3 | 3 | Feb 22, 2026 | |
| Instance-level anomaly detection | 3 | 2 | Apr 10, 2026 | |
| 3D Object Description |
| 3 |
| 1 |
| Feb 20, 2026 |
| Stock Prediction and Portfolio Management | 3 | 1 | Feb 18, 2026 |
|---|
| Knowledge QA | 3 | 4 | May 12, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Open-vocabulary point cloud understanding | 3 | 1 | Feb 27, 2026 |
|---|
| Domain Translation | 3 | 2 | Apr 21, 2026 |
|---|
| Multiview Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Anti-UAV Tracking | 3 | 2 | Feb 20, 2026 |
|---|
| Prototypicality Bias Evaluation | 3 | 1 | Feb 20, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Single image Grounding | 3 | 2 | Apr 14, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Response Length Prediction | 3 | 2 | Feb 19, 2026 |
|---|