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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 |
|---|---|---|---|---|
| Transcriptomic Class Prediction | 5 | 1 | Feb 18, 2026 | |
| Predicate Prediction | 5 | 3 | Mar 20, 2026 | |
| Predicate Classification (PredCls) | 5 | 6 | Jun 16, 2026 | |
| Private Decision Tree Evaluation | 5 | 1 | Mar 31, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Predict-and-search | 5 | 2 | Jul 8, 2026 | |
| StackCube | 5 | 5 | Jul 2, 2026 | |
| Pendulum swing-up | 5 | 3 | Jun 5, 2026 | |
| Predicting answer correctness | 5 | 4 | Jun 2, 2026 | |
| Social Robot Navigation |
| 5 |
| 2 |
| Jul 2, 2026 |
| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
|---|
| Vertical Federated Unlearning | 5 | 1 | Feb 18, 2026 |
|---|
| Compressed Video Quality Enhancement | 5 | 2 | Feb 18, 2026 |
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| Backdoor Attack in Dataset Condensation | 5 | 2 | Apr 1, 2026 |
|---|
| Robotic Arm Manipulation | 5 | 4 | Jul 3, 2026 |
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| Scam Detection | 5 | 4 | May 19, 2026 |
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| Frame-level Face Forgery Detection | 5 | 2 | Feb 18, 2026 |
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| Faithfulness Diagnosticity | 5 | 1 | Feb 18, 2026 |
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| Autonomous grasping | 5 | 1 | Mar 31, 2026 |
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| Drone Activity Detection | 5 | 1 | Feb 21, 2026 |
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| BPF Estimation | 5 | 1 | Feb 21, 2026 |
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| 3D Facial Expression Recognition | 5 | 1 | Mar 31, 2026 |
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| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 |
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| Object Instance Segmentation | 5 | 3 | May 12, 2026 |
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| Bin-Loading | 5 | 1 | Feb 21, 2026 |
|---|