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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 |
|---|---|---|---|---|
| Multi-hop Knowledge Graph Question Answering | 6 | 8 | Jul 8, 2026 | |
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 | |
| Outpainting | 6 | 4 | Jul 8, 2026 | |
| Semi-supervised Domain Generalization | 6 | 2 | Feb 18, 2026 | |
| Residual torque estimation | 6 | 1 | Feb 21, 2026 | |
| Instruction Generation | 6 | 4 | Apr 10, 2026 | |
| Active Exploration | 6 | 2 | Jun 12, 2026 | |
| Agglomerative Clustering | 6 | 1 | Feb 18, 2026 | |
| Synthetic Data Fidelity Evaluation |
| 6 |
| 1 |
| Mar 27, 2026 |
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 |
|---|
| Method Name Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Image Search | 6 | 10 | Feb 27, 2026 |
|---|
| Domain Adaptive Object Detection | 6 | 2 | Feb 18, 2026 |
|---|
| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 |
|---|
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 |
|---|
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
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| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| Downstream Property Prediction | 6 | 2 | Feb 20, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
|---|
| Multi-modal Classification | 6 | 5 | Jul 1, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
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| Refusal Detection | 6 | 4 | May 12, 2026 |
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| Video Re-identification | 6 | 1 | Mar 27, 2026 |
|---|