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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 Motion Generation | 2 | 1 | Feb 18, 2026 | |
| MLLM Personalization | 2 | 1 | Feb 20, 2026 | |
| Resolving conformational heterogeneity | 2 | 1 | Feb 20, 2026 | |
| Conformational Landscape Characterization | 2 | 1 | Feb 20, 2026 | |
| Image-to-image matching | 2 | 1 | Feb 18, 2026 | |
| Blind Image Restoration | 2 | 1 | Feb 20, 2026 | |
| Multi-person Pose Forecasting | 2 | 1 | Feb 18, 2026 | |
| Video Geometric Consistency (Deformation) | 2 | 1 | Feb 20, 2026 | |
| Visual Compliance Verification |
| 2 |
| 1 |
| Mar 23, 2026 |
| Geometric Alignment | 2 | 2 | Jun 9, 2026 |
|---|
| Photographic Image Adjustment | 2 | 1 | Feb 18, 2026 |
|---|
| triplet odd-one-out | 2 | 2 | Apr 16, 2026 |
|---|
| Continuous fingertip trajectory tracking | 2 | 1 | Mar 23, 2026 |
|---|
| Dense-to-dense, medium-range weather forecasting | 2 | 1 | Mar 23, 2026 |
|---|
| Aggregate Multimodal Performance | 2 | 2 | May 19, 2026 |
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| Tile classification | 2 | 1 | Feb 20, 2026 |
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| Helpfulness Assessment | 2 | 2 | May 8, 2026 |
|---|
| Event-based Image Retrieval | 2 | 1 | Feb 20, 2026 |
|---|
| Mash | 2 | 1 | Mar 23, 2026 |
|---|
| Document Recognition | 2 | 2 | Mar 17, 2026 |
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| Sign2Text | 2 | 1 | Mar 23, 2026 |
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| Image Fusion and Registration | 2 | 1 | Mar 23, 2026 |
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| Knowledge Understanding | 2 | 2 | Feb 19, 2026 |
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| Fine-grained Control | 2 | 1 | Feb 27, 2026 |
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| Stable Grasp Reconstruction | 2 | 1 | Feb 20, 2026 |
|---|