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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 |
|---|---|---|---|---|
| Head Swapping | 4 | 2 | Mar 25, 2026 | |
| Co-segmentation | 4 | 3 | Feb 18, 2026 | |
| Logical deduction | 4 | 4 | May 21, 2026 | |
| Function Selection | 4 | 1 | Feb 21, 2026 | |
| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 | |
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 | |
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 | |
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 | |
| Human Motion Recognition | 4 | 2 | Mar 4, 2026 | |
| IFR Event Detection |
|---|
| 4 |
| 1 |
| Feb 21, 2026 |
| Foraging | 4 | 1 | Feb 18, 2026 |
|---|
| Scene Text Reconstruction | 4 | 1 | Feb 18, 2026 |
|---|
| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| QUBO Optimization | 4 | 1 | Feb 18, 2026 |
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| Open intent recognition | 4 | 2 | Feb 18, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Garment deformation | 4 | 1 | Mar 27, 2026 |
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| Video Transcoding | 4 | 1 | Mar 27, 2026 |
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| Blind Source Separation (Abundance Estimation) | 4 | 1 | Mar 27, 2026 |
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| Failure Triage | 4 | 1 | Mar 27, 2026 |
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| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
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| AMR-to-text generation | 4 | 6 | Feb 18, 2026 |
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| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
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| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 |
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| 3D Human Motion Generation | 4 | 7 | Feb 20, 2026 |
|---|