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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 |
|---|---|---|---|---|
| Active Flow Control | 3 | 2 | Apr 8, 2026 | |
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 | |
| Blood cell classification | 3 | 3 | Jul 7, 2026 | |
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 | |
| Spatio-temporal Density Estimation | 3 | 2 | Feb 18, 2026 | |
| MR Bias Field Correction | 3 | 1 | Feb 18, 2026 | |
| Non-Targeted Adversarial Attack | 3 | 1 | Feb 18, 2026 | |
| Action Counting | 3 | 2 | Feb 18, 2026 | |
| Multimodal Event Forecasting |
| 3 |
| 1 |
| Mar 27, 2026 |
| 3D Pedestrian Detection | 3 | 1 | Feb 18, 2026 |
|---|
| raw-to-sRGB | 3 | 1 | Feb 20, 2026 |
|---|
| NC vs. AD classification | 3 | 7 | Jun 19, 2026 |
|---|
| NC vs. MCI classification | 3 | 7 | Jun 19, 2026 |
|---|
| Multi-source closed-set UDA | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Bias Field Correction | 3 | 1 | Feb 18, 2026 |
|---|
| Identity Unlearning | 3 | 2 | Jun 30, 2026 |
|---|
| Temporal Action Grounding | 3 | 2 | Apr 27, 2026 |
|---|
| Video Jailbreaking | 3 | 2 | Jul 1, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Personalized Image Description Generation | 3 | 1 | Feb 20, 2026 |
|---|
| Fine-grained Video Categorization | 3 | 4 | Feb 18, 2026 |
|---|
| Adversarial Robustness (Rejection) | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Performance Evaluation | 3 | 6 | Jun 30, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|