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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 |
|---|---|---|---|---|
| Focus Quality Assessment | 5 | 1 | Apr 3, 2026 | |
| Process prediction | 5 | 1 | Apr 2, 2026 | |
| Multi-UAV Flocking and Navigation | 5 | 1 | Feb 21, 2026 | |
| Interactive Medical Diagnosis | 5 | 1 | Feb 19, 2026 | |
| Heading angle estimation | 5 | 1 | Apr 2, 2026 | |
| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 | |
| Speech Intelligibility Assessment | 5 | 2 | Feb 25, 2026 | |
| Intrinsic Decomposition | 5 | 6 | Jun 30, 2026 | |
| Predicate disambiguation | 5 | 3 | Feb 18, 2026 | |
| Semantic Fidelity |
| 5 |
| 2 |
| Apr 23, 2026 |
| Dynamic Object Manipulation | 5 | 3 | Jul 3, 2026 |
|---|
| Adversarial Code Compliance | 5 | 1 | Feb 19, 2026 |
|---|
| Concept Recognition | 5 | 3 | May 12, 2026 |
|---|
| Sentiment transformation | 5 | 1 | Feb 18, 2026 |
|---|
| Long speech understanding and reasoning | 5 | 1 | Feb 27, 2026 |
|---|
| Multimodal Document QA | 5 | 1 | Feb 19, 2026 |
|---|
| Adversarial jailbreak attack | 5 | 2 | May 12, 2026 |
|---|
| Multi-hop Fact Verification | 5 | 3 | May 20, 2026 |
|---|
| Point Cloud Retrieval | 5 | 3 | Jun 18, 2026 |
|---|
| Aspect-category Aspect Analysis | 5 | 1 | Feb 19, 2026 |
|---|
| Morpho-syntactic Parsing | 5 | 1 | Feb 18, 2026 |
|---|
| Few-view 3D Reconstruction | 5 | 2 | Feb 18, 2026 |
|---|
| Interaction control | 5 | 2 | Jun 11, 2026 |
|---|
| Analogy recognition | 5 | 1 | Feb 18, 2026 |
|---|
| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 |
|---|