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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 |
|---|---|---|---|---|
| Downstream retrieval | 3 | 1 | Feb 20, 2026 | |
| Social Dynamics Simulation | 3 | 1 | Feb 18, 2026 | |
| Stance Detection (Micro Alignment) | 3 | 1 | Feb 18, 2026 | |
| Content Generation (Micro Alignment) | 3 | 1 | Feb 18, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Behavior Prediction (Micro Alignment) | 3 | 1 | Feb 18, 2026 | |
| Video Repetition Counting | 3 | 4 | Feb 18, 2026 | |
| Product Type Mapping | 3 | 1 | Feb 20, 2026 | |
| Visual instructional feedback evaluation |
| 3 |
| 1 |
| Mar 27, 2026 |
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Decryption | 3 | 2 | Mar 23, 2026 |
|---|
| Injective Deformation | 3 | 1 | Feb 18, 2026 |
|---|
| Conclusion Generation | 3 | 2 | Feb 19, 2026 |
|---|
| Multi-document retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Criterion Validity Analysis | 3 | 2 | Apr 2, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Match Prediction | 3 | 2 | Apr 7, 2026 |
|---|
| Point Object Localization | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-person Human Pose Estimation | 3 | 2 | May 14, 2026 |
|---|
| Date Understanding | 3 | 3 | May 21, 2026 |
|---|
| Movie Recommendation | 3 | 3 | Apr 1, 2026 |
|---|