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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 |
|---|---|---|---|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Qualitative User Preference Evaluation | 3 | 1 | Feb 18, 2026 | |
| Identity Unlearning | 3 | 2 | Jun 30, 2026 | |
| Temporal Action Grounding | 3 | 2 | Apr 27, 2026 | |
| Hand Mesh Reconstruction | 3 | 7 | Jul 3, 2026 | |
| Video Jailbreaking | 3 | 2 | Jul 1, 2026 | |
| Personalized Image Description Generation | 3 | 1 | Feb 20, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Periocular Recognition |
| 3 |
| 1 |
| Feb 27, 2026 |
| Weakly Supervised Video Anomaly Detection | 3 | 2 | Feb 18, 2026 |
|---|
| Instance-level and global segmentation | 3 | 1 | Feb 20, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Meta-Measure 4 (Structural Sensitivity - Erode) | 3 | 1 | Feb 20, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 |
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| Meta-Measure 3 (Noise Sensitivity) | 3 | 1 | Feb 20, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Spatiotemporal Predictive Learning | 3 | 2 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Source Integrity | 3 | 1 | Feb 20, 2026 |
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| Closed-loop verification | 3 | 1 | Feb 20, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|