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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 | |
| QUBO Optimization | 4 | 1 | Feb 18, 2026 | |
| Open intent recognition | 4 | 2 | Feb 18, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| AMR-to-text generation | 4 | 6 | Feb 18, 2026 | |
| Gene-level biological representation evaluation |
| 4 |
| 1 |
| Mar 30, 2026 |
| 3D Human Motion Generation | 4 | 7 | Feb 20, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
|---|
| Foraging | 4 | 1 | Feb 18, 2026 |
|---|
| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
|---|
| Logical deduction | 4 | 4 | May 21, 2026 |
|---|
| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
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| Monocular 3D Estimation | 4 | 1 | Feb 18, 2026 |
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| Garment deformation | 4 | 1 | Mar 27, 2026 |
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| Conversational Ability | 4 | 6 | Mar 24, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Video Transcoding | 4 | 1 | Mar 27, 2026 |
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| Failure Triage | 4 | 1 | Mar 27, 2026 |
|---|