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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 |
|---|---|---|---|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Point Object Localization | 3 | 1 | Feb 18, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Date Understanding | 3 | 3 | May 21, 2026 | |
| Drone Navigation |
| 3 |
| 2 |
| Jun 4, 2026 |
| Product Type Mapping | 3 | 1 | Feb 20, 2026 |
|---|
| Movie Recommendation | 3 | 3 | Apr 1, 2026 |
|---|
| Extreme Summarization | 3 | 3 | Feb 18, 2026 |
|---|
| Multi-document retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Match Prediction | 3 | 2 | Apr 7, 2026 |
|---|
| Sense Classification | 3 | 1 | Feb 18, 2026 |
|---|
| Criterion Validity Analysis | 3 | 2 | Apr 2, 2026 |
|---|
| Pairwise LLM Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Generative Recommendation | 3 | 1 | Feb 20, 2026 |
|---|
| Multimodal Science Question Answering | 3 | 7 | Jun 2, 2026 |
|---|
| Multi-choice Visual Question Answering | 3 | 6 | Jun 5, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Late-Interaction Retrieval | 3 | 1 | Feb 27, 2026 |
|---|
| Downstream retrieval | 3 | 1 | Feb 20, 2026 |
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| Out-of-context Detection | 3 | 2 | Feb 19, 2026 |
|---|
| Text-driven Style Transfer | 3 | 3 | Feb 18, 2026 |
|---|