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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 |
|---|---|---|---|---|
| Image Grounding | 4 | 4 | May 28, 2026 | |
| Goal-oriented dialogue | 4 | 3 | Apr 15, 2026 | |
| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 | |
| Picture quality prediction | 4 | 2 | Feb 22, 2026 | |
| High-dimensional prediction | 4 | 1 | Feb 21, 2026 | |
| Long-horizon Task Execution | 4 | 5 | May 19, 2026 | |
| Unconditional 3D Point Cloud Generation | 4 | 2 | Feb 21, 2026 | |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 | |
| Hurst estimation |
| 4 |
| 1 |
| Feb 21, 2026 |
| Spoofing Attack Detection | 4 | 6 | Jul 1, 2026 |
|---|
| 6D Object Pose Refinement | 4 | 2 | Feb 18, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| Hair color classification | 4 | 3 | Apr 28, 2026 |
|---|
| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
|---|
| Unsupervised Domain Adaptation (Image Classification) | 4 | 1 | Feb 18, 2026 |
|---|
| Next interaction prediction | 4 | 1 | Feb 18, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| Future item recommendation | 4 | 1 | Feb 18, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Group Feature Selection | 4 | 1 | Feb 18, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Multi-agent task completion | 4 | 2 | Apr 8, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|