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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 |
|---|---|---|---|---|
| Backdoor Attack in Dataset Condensation | 5 | 2 | Apr 1, 2026 | |
| Ambiguity Detection | 5 | 4 | Jun 23, 2026 | |
| Frame-level Face Forgery Detection | 5 | 2 | Feb 18, 2026 | |
| Social Robot Navigation | 5 | 2 | Jul 2, 2026 | |
| Compressed Video Quality Enhancement | 5 | 2 | Feb 18, 2026 | |
| Faithfulness Diagnosticity | 5 | 1 | Feb 18, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| 3D Facial Expression Recognition | 5 | 1 | Mar 31, 2026 | |
| Vertical Federated Unlearning |
| 5 |
| 1 |
| Feb 18, 2026 |
| Point Cloud Rendering | 5 | 2 | Feb 18, 2026 |
|---|
| Mutualistic Interaction Prediction | 5 | 1 | Feb 18, 2026 |
|---|
| Gene Regulation Prediction | 5 | 1 | Feb 18, 2026 |
|---|
| Object Instance Segmentation | 5 | 3 | May 12, 2026 |
|---|
| Context Attribution | 5 | 2 | Apr 23, 2026 |
|---|
| Color Style Transfer | 5 | 1 | Feb 18, 2026 |
|---|
| Pen | 5 | 4 | Jun 1, 2026 |
|---|
| Autonomous grasping | 5 | 1 | Mar 31, 2026 |
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| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 |
|---|
| Scam Detection | 5 | 4 | May 19, 2026 |
|---|
| Close | 5 | 3 | Jun 12, 2026 |
|---|
| Web agent tasks | 5 | 11 | Jun 17, 2026 |
|---|
| Mass-Spring-Damper Tracking | 5 | 1 | Feb 18, 2026 |
|---|
| Camera Understanding | 5 | 2 | May 15, 2026 |
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| Conversation Forecasting | 5 | 1 | Feb 18, 2026 |
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| Next behavior prediction | 5 | 2 | Apr 28, 2026 |
|---|