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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 |
|---|---|---|---|---|
| Polygonal point set tracking | 1 | 1 | Feb 18, 2026 | |
| Property Damage Extent nowcasting | 1 | 1 | Feb 20, 2026 | |
| Temporal Grounding (Speaker Diarization) | 1 | 1 | Feb 27, 2026 | |
| Temporal Grounding (Human Vocalization) | 1 | 1 | Feb 27, 2026 | |
| Targeted Misclassification | 1 | 1 | Feb 27, 2026 | |
| OCR Robustness | 1 | 1 | Feb 20, 2026 | |
| Airspace Opacity | 1 | 1 | Feb 18, 2026 | |
| Anomaly Location Detection | 1 | 1 | Feb 20, 2026 | |
| Facial Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| MAX-M | 1 | 1 | Feb 20, 2026 |
|---|
| Depth-to-Text Retrieval (via Vision pivot) | 1 | 1 | Feb 20, 2026 |
|---|
| Action-Conditional Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| FR-IQA | 1 | 2 | Mar 4, 2026 |
|---|
| Emergent modality binding (vi → te → de) | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Dynamics Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Adversarial Multi-label Classification | 1 | 1 | Feb 20, 2026 |
|---|
| 5-way 1-shot learning | 1 | 1 | Feb 18, 2026 |
|---|
| LMM Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-Language Multi-task Performance | 1 | 1 | Feb 20, 2026 |
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| Science and Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Video Analytics | 1 | 1 | Feb 20, 2026 |
|---|
| Vision-based autonomous driving | 1 | 1 | Feb 20, 2026 |
|---|
| Cross-domain generalization evaluation | 1 | 1 | Feb 21, 2026 |
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| Content-aware layout generation | 1 | 1 | Feb 18, 2026 |
|---|
| Uncertainty Quantification for Fine-grained Image Recognition | 1 | 1 | Feb 21, 2026 |
|---|