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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 |
|---|---|---|---|---|
| Long-horizon navigation | 5 | 2 | May 19, 2026 | |
| Grounded Multi-Object Motion Transfer | 5 | 1 | Apr 2, 2026 | |
| Trajectory Estimation Position Accuracy | 5 | 1 | Feb 21, 2026 | |
| Policy Enforcement | 5 | 3 | Jun 19, 2026 | |
| Audio Quality Evaluation | 5 | 4 | May 26, 2026 | |
| Map Merging | 5 | 1 | Feb 21, 2026 | |
| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 | |
| Colon Polyp Segmentation | 5 | 2 | Feb 18, 2026 | |
| Point forecasting |
| 5 |
| 5 |
| Jul 3, 2026 |
| Sentiment transformation | 5 | 1 | Feb 18, 2026 |
|---|
| Semantic Navigation | 5 | 2 | Feb 21, 2026 |
|---|
| Hand-Object Interaction Detection | 5 | 3 | Jun 17, 2026 |
|---|
| Adversarial Code Compliance | 5 | 1 | Feb 19, 2026 |
|---|
| Depth Map Estimation | 5 | 3 | Apr 1, 2026 |
|---|
| Heading angle estimation | 5 | 1 | Apr 2, 2026 |
|---|
| Semantic Fidelity | 5 | 2 | Apr 23, 2026 |
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| Dynamic Object Manipulation | 5 | 3 | Jul 3, 2026 |
|---|
| Aspect-category Aspect Analysis | 5 | 1 | Feb 19, 2026 |
|---|
| Interactive Medical Diagnosis | 5 | 1 | Feb 19, 2026 |
|---|
| Speech Intelligibility Assessment | 5 | 2 | Feb 25, 2026 |
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| Long speech understanding and reasoning | 5 | 1 | Feb 27, 2026 |
|---|
| Multi-hop Fact Verification | 5 | 3 | May 20, 2026 |
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| Interaction control | 5 | 2 | Jun 11, 2026 |
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| Intrinsic Decomposition | 5 | 6 | Jun 30, 2026 |
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| Predicate disambiguation | 5 | 3 | Feb 18, 2026 |
|---|