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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-grained Video Cooperative Understanding | 3 | 1 | Feb 20, 2026 | |
| Fingerprinting | 3 | 3 | Jun 4, 2026 | |
| 3D Measurement Accuracy | 3 | 1 | Feb 20, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Nested Mention Detection | 3 | 2 | Feb 18, 2026 | |
| Speech to gesture translation | 3 | 1 | Feb 18, 2026 | |
| Device Placement | 3 | 1 | Feb 18, 2026 | |
| Classifier-guided posterior sampling | 3 | 1 | Feb 18, 2026 | |
| Open-domain Conversation |
| 3 |
| 2 |
| Feb 19, 2026 |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Counterfactual error estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Privacy Recognition | 3 | 3 | Mar 30, 2026 |
|---|
| Iris inner/outer circle localization | 3 | 1 | Feb 18, 2026 |
|---|
| 3D Biomechanical Analysis | 3 | 1 | Feb 18, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Hierarchical Image Retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
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| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
|---|