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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 |
|---|---|---|---|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Next behavior prediction | 5 | 2 | Apr 28, 2026 | |
| Camera Understanding | 5 | 2 | May 15, 2026 | |
| Federated Lifelong Learning | 5 | 1 | Mar 31, 2026 | |
| Scam Detection | 5 | 4 | May 19, 2026 | |
| Scene Segmentation | 5 | 2 | Feb 20, 2026 | |
| Drug-Target Interaction | 5 | 3 | Mar 4, 2026 | |
| Drone Activity Detection | 5 | 1 | Feb 21, 2026 | |
| BPF Estimation | 5 | 1 | Feb 21, 2026 | |
| Private Decision Tree Evaluation |
| 5 |
| 1 |
| Mar 31, 2026 |
| Autonomous grasping | 5 | 1 | Mar 31, 2026 |
|---|
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
|---|
| Equilibrium Solving | 5 | 1 | Feb 18, 2026 |
|---|
| Close | 5 | 3 | Jun 12, 2026 |
|---|
| HDR deghosting | 5 | 3 | Feb 18, 2026 |
|---|
| Manufacturing Resource Matching | 5 | 1 | Mar 31, 2026 |
|---|
| Task Following | 5 | 1 | Feb 21, 2026 |
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| Bin-Loading | 5 | 1 | Feb 21, 2026 |
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| In-context Text-to-Speech | 5 | 1 | Feb 18, 2026 |
|---|
| Pick Banana | 5 | 4 | Jun 16, 2026 |
|---|
| Saliency Object Detection | 5 | 7 | Apr 21, 2026 |
|---|
| Reaching-Hard | 5 | 1 | Feb 21, 2026 |
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| LLM Generation | 5 | 4 | Feb 22, 2026 |
|---|
| Multi-arm Reaching | 5 | 1 | Feb 21, 2026 |
|---|
| 3D Dynamics Prediction | 5 | 2 | May 12, 2026 |
|---|